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This project-dissertation has been realized for Prayon which is a worldwide leader in phosphate chemistry. The objective of the project was to provide Prayon with the tools to automatically extract strategic information from the Internet and analyze it for the purpose of Competitive Intelligence. We focused on six competitors to develop an application that automatically extract strategic information from different websites and process it to deliver to Strategic Marketing and Sales Departments’ people only relevant information. The application also enables to display to the users a visualization of the information thanks to some word clouds. The application has been developed in three modules, each performing a specific part of the overall methodology. In the first module, we automated the extraction of data from websites. Then, in the second module, we created a database to store the data. Finally, in the third module, we processed the data and transform it into relevant information for Prayon.
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Advertising laws --- Advertising --- Communication in marketing --- Secteur audiovisuel. --- Fouille de données. --- Conseil de l'Europe. --- Data processing --- Europe.
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This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
Logic --- Office management --- Business policy --- Business management --- Computer science --- Programming --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- ICT (informatie- en communicatietechnieken) --- IR (information retrieval) --- applicatiebeheer --- apps --- big data --- data science --- computers --- informatica --- bedrijfsadministratie --- programmeren (informatica) --- informatiesystemen --- organisatiecultuur --- informatietechnologie --- software engineering --- computerkunde --- architectuur (informatica) --- Application software. --- Information storage and retrieval. --- Information technology. --- Business—Data processing. --- Software engineering. --- Computer logic. --- Information Systems Applications (incl. Internet). --- Information Storage and Retrieval. --- IT in Business. --- Software Engineering. --- Logics and Meanings of Programs. --- Computer Appl. in Administrative Data Processing. --- Fouille de données --- Mémorisation des données --- Analyse des données --- Traitement des données --- open data --- text and data mining --- Information storage and retrieval
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This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
Logic --- Office management --- Business policy --- Business management --- Computer science --- Programming --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- ICT (informatie- en communicatietechnieken) --- IR (information retrieval) --- applicatiebeheer --- apps --- big data --- data science --- computers --- informatica --- bedrijfsadministratie --- programmeren (informatica) --- informatiesystemen --- organisatiecultuur --- informatietechnologie --- software engineering --- computerkunde --- architectuur (informatica) --- Application software. --- Information storage and retrieval. --- Information technology. --- Business—Data processing. --- Software engineering. --- Computer logic. --- Information Systems Applications (incl. Internet). --- Information Storage and Retrieval. --- IT in Business. --- Software Engineering. --- Logics and Meanings of Programs. --- Computer Appl. in Administrative Data Processing. --- Fouille de données --- Mémorisation des données --- Analyse des données --- Traitement des données --- open data --- text and data mining --- Information storage and retrieval --- Computer software engineering --- Engineering --- IT (Information technology) --- Technology --- Telematics --- Information superhighway --- Knowledge management --- Computer science logic --- Logic, Symbolic and mathematical --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- documentación informatizada --- documentazione informatizzata --- systém automatické dokumentace --- automatický dokumentační systém --- kompiuterizuotoji dokumentavimo sistema --- uchovávání informací --- datorizēta dokumentācijas sistēma --- računalno podržana dokumentacija --- documentación automatizada --- automatizirana dokumentacija --- computerised documentation system --- ukládání informací --- automatiserad dokumentbehandling --- automatická dokumentace --- selekce informací --- počítačová dokumentace --- arvutipõhine dokumenteerimissüsteem --- sistem i kompjuterizuar dokumentimi --- tietokoneistettu asiakirjajärjestelmä --- documentation automatisée --- documentação automatizada --- kompjutorizirana dokumentacija --- αυτοματοποίηση της τεκμηρίωσης --- rechnergestützte Dokumentation --- počítačový dokumentačný systém --- documentare informatizată --- automatisierte Dokumentation --- elektronická dokumentace --- ukládání a vyhledávání dat --- geautomatiseerde documentatie --- automatické zpracování informací --- vyhledávání informací --- przechowywanie i wyszukiwanie informacji --- складиштење и тражење података --- informática documental --- informatique documentaire --- informacijos laikymas ir paieška --- stóráil agus aisghabháil sonraí --- πληροφορική της τεκμηρίωσης --- електронско чување и пребарување податоци --- dokumentarisk datamatik --- dokumentbehandling --- informatie en documentatie --- informācijas uzkrāšana un izguve --- uchovanie a vyhľadávanie informácií --- документална информатика --- tiedon tallennus ja haku --- dokumentacijska obdelava podatkov --- obrada dokumentacijskih podataka --- stocarea și regăsirea informației --- dokumentarische Datenverarbeitung --- ukládání a vyhledávání informací --- informatikë dokumentimi --- számítógépes dokumentáció --- info salvestamine ja otsing --- informatica documentaria --- ħżin u aċċess għall-informazzjoni --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining --- наука за данните --- andmeteadus --- datavidenskab --- duomenų mokslas --- znanost o podacima --- ciência dos dados --- datatiede --- datawetenschap --- xjenza tad-data: --- science des données --- dátová veda --- podatkovne vede --- datová věda --- ciencia de datos --- Datenwissenschaft --- datu zinātne --- scienza dei dati --- nauka o danych --- επιστήμη δεδομένων --- știința datelor --- adattudomány --- gegevenswetenschap --- datavetenskap --- offene Daten --- nyílt hozzáférésű adatok --- avoin data --- atvērtie dati --- dados abertos --- свободно достъпни данни --- otvorené údaje --- open gegevens --- odprti podatki --- δημόσια δεδομένα --- otwarte dane --- atvirieji duomenys --- data libera --- datos abiertos --- öppna data --- otevřená data --- dati aperti --- date deschise --- otvoreni podaci --- åbne data --- données ouvertes --- avatud andmed --- sonraí oscailte --- julkinen tietoaineisto --- avoin julkinen data --- data libera pubblika --- ανοιχτά δημόσια δεδομένα --- свободно достъпни държавни данни --- tilgængelige offentlige data --- public open data --- otwarte dane publiczne --- otvoreni javni podaci --- otevřená data veřejné správy --- atvērtie publiskā sektora dati --- nyílt adatok --- nyílt kormányzati adatok --- dati pubblici aperti --- open overheidsgegevens --- datos públicos de libre acceso --- atvērtie pārvaldes dati --- date publice deschise --- ανοιχτά δεδομένα του δημόσιου τομέα --- verejné otvorené údaje --- otvoreni podaci javne uprave --- öffentliche offene Daten --- datos abiertos de las administraciones públicas --- odprti vladni podatki --- otvorené údaje verejnej správy --- odprti javni podatki --- обществено достъпни данни --- data libera tal-gvern --- datan avoin saatavuus --- données ouvertes publiques --- dados abertos públicos --- offene Behördendaten --- dati aperti nella pubblica amministrazione --- dati pubblici --- veřejně přístupná data --- données ouvertes gouvernementales --- publieke open gegevens --- dados do Estado abertos --- julkinen avoin data --- avoin viranomaisdata --- nyílt közadatok --- open government data --- åbne offentlige data --- otwarte dane rządowe --- date guvernamentale deschise --- mianadóireacht téacs agus sonraí --- ανοιχτά δεδομένα
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"Information is a critical resource for personal, economic and social development. Libraries and archives are the primary access point to information for individuals and communities with much of the information protected by copyright or licence terms. In this complex legal environment, librarians and information professionals operate at the fulcrum of copyright’s balance, ensuring understanding of and compliance with copyright legislation and enabling access to knowledge in the pursuit of research, education and innovation. This book, produced on behalf of the IFLA Copyright and other Legal Matters (CLM) Advisory Committee, provides basic and advanced information about copyright, outlines limitations and exceptions, discusses communicating with users and highlights emerging copyright issues. The chapters note the significance of the topic; describe salient points of the law and legal concepts; present selected comparisons of approaches around the world; highlight opportunities for reform and advocacy; and help libraries and librarians find their way through the copyright maze."--Publisher.
library. --- copyright. --- digital archiving. --- information user. --- information science. --- text and data mining. --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- mianadóireacht téacs agus sonraí --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining --- informační věda --- επιστήμη των πληροφοριών --- informacja naukowa --- xjenza tal-informazzjoni --- informātika --- informationsvetenskap --- eolaíocht na faisnéise --- информационна наука --- ciencia de la información --- информатика --- informatika --- ciência da informação --- informacijska znanost --- Informationswissenschaft --- informatiewetenschap --- science de l'information --- informačná veda --- информациска наука --- știința informației --- scienze dell'informazione --- infoteadus --- információtudomány --- shkencë kompjuterike --- informationsvidenskab --- informatiikka --- documentalismo --- dokumentologji --- documentologie --- dokumentoloģija --- věda o informacích --- dokumentologija --- dokumentológia/náuka o informáciách --- teorie informace --- documentologia --- asiakirjojen hallinta --- documentology --- наука за информациите --- nauka o informacích --- Informationsnutzer --- uživatel informací --- përdorues informacioni --- utilisateur d'information --- korisnik informacija --- informacijos vartotojas --- utilizador da informação --- úsáideoir faisnéise --- utilizator de informație --- užívateľ informácií --- tiedon käyttäjä --- корисник информација --- utent tal-informazzjoni --- utilizzatore di informazioni --- informationsanvändare --- użytkownik informacji --- informatiegebruiker --- informationsbruger --- usuario de información --- uporabnik informacije --- потребител на информация --- informācijas lietotājs --- információfelhasználó --- корисник на информации --- χρήστης της πληροφορίας --- infokasutaja --- Informationsabnehmer --- digitální archivace --- arkivjar diġitali --- digitálna archivácia --- skaitmeninis archyvavimas --- digital arkivering --- digitaalne arhiivimine --- digitālā arhivēšana --- archiwizacja cyfrowa --- digitális archiválás --- archivo digital --- digitale Archivierung --- cartlannú digiteach --- digitaal archiveren --- arhivare digitală --- arquivamento digital --- ψηφιακή αρχειοθέτηση --- archiviazione digitale --- arkivim digjital --- архивиране в цифров вид --- дигитално архивирање --- archivage numérique --- sähköinen arkistointi --- digitalno arhiviranje --- išsaugojimas skaitmeniniu formatu --- чување дигиталних информација --- digitaalne säilitamine --- архивирање дигитални информации --- hranjenje digitalnih informacij --- electronic archiving --- arkivim elektronik --- digital lagring --- conservazione digitale --- skaitmeninis išsaugojimas --- digitális megőrzés --- архивирање дигитални податоци --- documenten scannen --- digitální uchovávání dat --- digitaalinen säilytys --- digitaal bewaren --- digitaalinen säilyttäminen --- conservation numérique --- elektronikus archiválás --- digital bevaring --- ψηφιακή διαφύλαξη --- digitālā saglabāšana --- digital preservation --- чување дигитални информации --- digitale Speicherung --- preservação digital --- dokumentacja cyfrowa --- digitálne uchovávanie --- konservazzjoni diġitali --- conservación digital --- електронско архивирање --- ruajtje digjitale --- чување дигитални податоци --- digital opbevaring --- digitalna pohrana --- preservación digital --- digitaalinen arkistointi --- elektroničko arhiviranje --- зачувување дигитални податоци --- съхраняване в цифров вид --- conservare digitală --- elektroninen arkistointi --- drittijiet tal-awtur --- autorské práva --- droit d'auteur --- e drejtë autori --- szerzői jog --- prawo autorskie --- auteursrecht --- autoriaus teisė --- cóipcheart --- δικαίωμα πνευματικής ιδιοκτησίας --- autoriõigus --- autorsko pravo --- drept de autor --- авторско право --- autorské právo --- Urheberrecht --- tekijänoikeus --- diritto d'autore --- upphovsrätt --- direito de autor --- derechos de autor --- forfatterret --- ауторско право --- autortiesības --- avtorska pravica --- јавно прикажување --- aanspraak --- diritto di copia --- droits voisins --- репродукција --- blakustiesības --- јавно изведување --- Copyright --- disciplina sul diritto d'autore --- радиодифузно емитување --- συγγραφικό δικαίωμα --- изнајмување --- јавно пренесување --- direito moral --- derecho de autor --- autorský zákon --- tilgrænsende rettigheder --- gretutinė teisė --- droit moral --- дистрибуција --- diritto di riproduzione --- tutela delle opere d'ingegno --- upphovsrätten närstående rättigheter --- Urheberrechtsschutz --- copyright --- diritto dell'ideatore --- accessory right --- drepturi colaterale --- evasione dei diritti d'autore --- diritto morale --- πνευματικά δικαιώματα --- derecho moral del autor --- јавно изложување --- prístupové práva --- diritto d'inventore --- преработување --- ophavsret --- e drejtë dytësore --- издавање --- diritto patrimoniale d'autore --- право на умножување --- kirjasto --- könyvtár --- leabharlann --- bibliotēka --- librerija --- biblioteka --- βιβλιοθήκη --- Bibliothek --- raamatukogu --- bibliothèque --- bibliotheek --- knižnica --- knihovna --- bibliotekë --- bibliotek --- bibliotecă --- knjižnica --- библиотека --- biblioteca --- studovna --- Bücherei --- hemeroteca --- čítárna --- читална --- Library law --- copyright law
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This book offers a much needed critical introduction to data mining and 'big data'. Supported by multiple case studies and examples, the authors provide everything needed to explore, evaluate and review big data concepts and techniques.
#SBIB:303H510 --- #SBIB:303H520 --- Big data --- Data mining --- Quantitative research --- Data analysis (Quantitative research) --- Exploratory data analysis (Quantitative research) --- Quantitative analysis (Research) --- Quantitative methods (Research) --- Research --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data sets, Large --- Large data sets --- Data sets --- Methoden sociale wetenschappen: statistische technieken, algemeen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Big data. --- Complexity (Philosophy) --- Data mining. --- text and data mining. --- big data. --- quantitative analysis. --- social sciences. --- data processing. --- Philosophy --- Emergence (Philosophy) --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos --- socialiniai mokslai --- družbene vede --- humanitní vědy --- κοινωνικές επιστήμες --- sociālās zinātnes --- științe sociale --- társadalomtudományok --- општествени науки --- socialvidenskaber --- shkenca sociale --- scienze sociali --- Sozialwissenschaften --- xjenzi soċjali --- yhteiskuntatieteet --- samhällsvetenskap --- ciências sociais --- spoločenské vedy --- nauki społeczne --- eolaíochtaí sóisialta --- друштвене науке --- социални науки --- društvene znanosti --- sociale wetenschappen --- ciencias sociales --- sotsiaalteadused --- sciences sociales --- menswetenschappen --- sociální vědy --- bölcsészettudományok --- științe umane --- humanističke znanosti --- duchovědy --- humanvetenskap --- scienze umane --- humanities --- společenské vědy --- ühiskonnateadused --- културологија --- studime klasike --- humanidades --- ciências humanas --- sciences humaines --- humanitārās zinātnes --- humanitné vedy --- хуманистички науки --- Gesellschaftswissenschaften --- geesteswetenschappen --- humaniora --- humanitariniai mokslai --- Kulturwissenschaften --- επιστήμες του ανθρώπου --- духовни науки --- samfundsvidenskaber --- humanitaarteadused --- scienze dell'uomo --- ποσοτική ανάλυση --- kvantitatívna analýza --- квантитативна анализа --- analizë sasiore --- kvantitatiivne analüüs --- analyse quantitative --- mennyiségi elemzés --- количествен анализ --- analiza ilościowa --- kvantitatiivinen analyysi --- analisi quantitativa --- kiekybinė analizė --- analiżi kwantitattiva --- kvantitatīvā analīze --- kwantitatieve analyse --- análisis cuantitativo --- anailís chainníochtúil --- analiză cantitativă --- kvantitativ analys --- quantitative Analyse --- kvantitativní analýza --- kvantitativ analyse --- análise quantitativa --- kvantitativna analiza --- kwantitatief onderzoek --- количествена анализа --- macrodatos --- lielie dati --- data velkého objemu --- big data --- големи податоци --- големи информационни масиви --- duże zbiory danych --- mégadonnées --- mórshonraí --- megadados --- Big Data --- velepodatki --- μεγαδεδομένα --- volume mari de date --- veľké dáta --- velika količina podataka --- didieji duomenys --- stordata --- iso data --- suurandmed --- nagy adathalmazok --- grandes dados --- technologia dużych zbiorów danych --- données de masse --- veľký súbor dát --- análisis de macrodatos --- veliki skup podataka --- grote datasets --- technológia veľkých dát --- big-databronnen --- голяма съвкупност от данни --- tömeges adatok --- tecnologia dos megadados --- stort datasæt --- velkoobjemová data --- données massives --- analiza volumelor mari de date --- set mare de date --- date în masă --- massadatateknologia --- duży zbiór danych --- bigdatabronnen --- nagy adathalmazok elemzése --- analyse de mégadonnées --- množični podatki --- analitika tal-big data --- hromadné dáta --- μαζικά δεδομένα --- datos masivos --- grande insieme di dati --- τεχνολογία μεγαδεδομένων --- big data-teknologi --- grandes volumes de dados --- big data technológia --- технология на големите информационни масиви --- grande conjunto de dados --- massadata --- Massendatenanalyse --- masveida dati --- dejta bil-massa --- large data set --- голям масив от данни --- big-data-analyse --- tehnologija za velike količine podataka --- suurandmete haldamine --- ανάλυση μεγαδεδομένων --- didžiųjų duomenų technologija --- Massendaten --- teknoloġija tal-big data --- analytika veľkých dát --- massedata --- tecnologia big data --- analisi di big data --- анализиране на големи информационни масиви --- Big-Data-Technologie --- lielo datu tehnoloģija --- stordataanalys --- μεγάλο σύνολο δεδομένων --- analitika velepodatkov --- tehnologie de lucru cu volume mari de date --- massadatan analysointi --- golema količina podataka --- sett kbir ta’ dejta --- didžiųjų duomenų analitika --- massadata-analyysi --- óriási méretű adathalmazok --- bigdata-analyse --- dati di massa --- grand ensemble de données --- tehnologija velepodatkov --- velká data --- big data-analyse --- suuret tietoaineistot --- stordatasystem --- stordatateknik --- masiniai duomenys --- análise de megadados --- analiza velikih količina podataka --- olltiomsú sonraí --- amplio conjunto de datos --- tecnología de macrodatos --- hromadná data --- liela datu kopa --- big data analytics --- große Datenbasis --- big data technology --- suurandmete tehnoloogia --- technologie dat velkého objemu --- lielo datu analītika --- nagy adattömegek --- množica velepodatkov --- technologie de mégadonnées --- massa de dados --- mass data --- analýza dat velkého objemu --- massadatatekniikka --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- mianadóireacht téacs agus sonraí --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining
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Data-Driven Decisions: A Practical Toolkit for Library and Information Professionals is a simple, jargon-free guide to using data for decision making in library services. The book walks readers step-by-step through each stage of implementing, reviewing and embedding data-driven decisions in their organisation, providing accessible visualisations, top tips and downloadable tools to support readers on their data journey. Starting with the absolute basics of using data, the author creates a framework for building skills and knowledge slowly until the reader is comfortable with even complex uses of data.
The book begins with an exploration of the foundations of data-driven decisions in libraries including a look at the impact of the current financial climate on resources, theoretical foundations of data collection and analysis, and how this book can be used in practice. The next section takes readers through the data-driven decisions model, providing a guide for understanding and a manual for implementation of the model. Finally, the book provides further perspectives and reading surrounding analysis and implementation of data-driven decisions. This section aims to give supplementary and focused information on different areas of data-driven decisions which can be included in processes once the reader understands the foundation of the book from earlier chapters.
Highly practical and written in an accessible style, this book is an essential resource for librarians and information professionals who increasingly need to justify decisions on programmes and services through quantifiable data.
Library administration --- Decision making. --- Libraries --- Library management --- Management --- Administration --- Organization --- Information resources management --- Quantitative research. --- Data mining. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data analysis (Quantitative research) --- Exploratory data analysis (Quantitative research) --- Quantitative analysis (Research) --- Quantitative methods (Research) --- Research --- Corporations --- Information resource management --- Information systems management --- IRM (Information resources management) --- Management information systems --- library. --- decision-making. --- information science. --- text and data mining. --- data processing. --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- mianadóireacht téacs agus sonraí --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- documentalismo --- dokumentologji --- documentologie --- dokumentoloģija --- věda o informacích --- dokumentologija --- dokumentológia/náuka o informáciách --- teorie informace --- documentologia --- asiakirjojen hallinta --- documentology --- наука за информациите --- nauka o informacích --- informační věda --- επιστήμη των πληροφοριών --- informacja naukowa --- xjenza tal-informazzjoni --- informātika --- informationsvetenskap --- eolaíocht na faisnéise --- информационна наука --- ciencia de la información --- информатика --- informatika --- ciência da informação --- informacijska znanost --- Informationswissenschaft --- informatiewetenschap --- science de l'information --- informačná veda --- информациска наука --- știința informației --- scienze dell'informazione --- infoteadus --- információtudomány --- shkencë kompjuterike --- informationsvidenskab --- informatiikka --- beslutningsproces --- estrutura funcional --- beslutsprocess --- processus décisionnel --- döntéshozatali folyamat --- Beschlußfassung --- päätöksentekoprosessi --- decision-making process --- διαδικασία λήψης αποφάσεων --- beslutsförlopp --- proces i vendimmarrjes --- proceso decisorio --- határozathozatali eljárás --- processus de décision --- otsustamisprotsess --- besluitvormingsproces --- procedura di decisione --- processo decisorio --- beslutsprocedur --- lēmuma pieņemšanas process --- rozhodovací proces --- besluitvormingsprocedure --- proceso de toma de decisiones --- процес на одлучување --- procédure de décision --- proces de luare a deciziilor --- presa di decisioni --- proces odlučivanja --- Beschlussfassung --- processo di decisione --- beslutningsprocedure --- Beschlussverfahren --- proceso de decisión --- одлучување --- processo de decisão --- döntéshozatal --- Entscheidungsfindung --- odlučivanje --- podejmowanie decyzji --- Entscheidungsprozess --- besluitvorming --- доношење одлуке --- prise de décision --- донесување одлуки --- toma de decisiones --- взимане на решение --- határozathozatal --- teħid ta’ deċiżjonijiet --- vendim-marrje --- odločanje --- päätöksenteko --- otsuste tegemine --- beslutsfattande --- rozhodovanie --- processo decisionale --- tomada de decisão --- donošenje odluke --- beslutningstagning --- lēmuma pieņemšana --- sprendimų priėmimas --- cinnteoireacht --- λήψη απόφασης --- luarea deciziilor --- rozhodování --- studovna --- Bücherei --- hemeroteca --- čítárna --- читална --- kirjasto --- könyvtár --- leabharlann --- bibliotēka --- librerija --- biblioteka --- βιβλιοθήκη --- Bibliothek --- raamatukogu --- bibliothèque --- bibliotheek --- knižnica --- knihovna --- bibliotekë --- bibliotek --- bibliotecă --- knjižnica --- библиотека --- biblioteca --- digital technology. --- digitale Technologie --- teknoloġija diġitali --- digitalna tehnologija --- digitaalitekniikka --- tecnología digital --- digitale technologie --- technologie numérique --- tehnologie digitală --- digital teknologi --- teicneolaíocht dhigiteach --- digitální technologie --- teknologji dixhitale --- цифрова технология --- digital teknik --- digitálna technológia --- ψηφιακή τεχνολογία --- tecnologia digitale --- ciparu tehnoloģija --- digitaaltehnoloogia --- technologia cyfrowa --- skaitmeninė technologija --- tecnologia digital --- digitális technológia --- дигитална технологија --- Digitaltechnologie --- digitalteknik
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Many important planning decisions in society and business depend on proper knowledge and a correct understanding of movement, be it in transportation, logistics, biology, or the life sciences. Today the widespread use of mobile phones and technologies like GPS and RFID provides an immense amount of data on location and movement. What is needed are new methods of visualization and algorithmic data analysis that are tightly integrated and complement each other to allow end-users and analysts to extract useful knowledge from these extremely large data volumes. This is exactly the topic of this book. As the authors show, modern visual analytics techniques are ready to tackle the enormous challenges brought about by movement data, and the technology and software needed to exploit them are available today. The authors start by illustrating the different kinds of data available to describe movement, from individual trajectories of single objects to multiple trajectories of many objects, and then proceed to detail a conceptual framework, which provides the basis for a fundamental understanding of movement data. With this basis, they move on to more practical and technical aspects, focusing on how to transform movement data to make it more useful, and on the infrastructure necessary for performing visual analytics in practice. In so doing they demonstrate that visual analytics of movement data can yield exciting insights into the behavior of moving persons and objects, but can also lead to an understanding of the events that transpire when things move. Throughout the book, they use sample applications from various domains and illustrate the examples with graphical depictions of both the interactive displays and the analysis results. In summary, readers will benefit from this detailed description of the state of the art in visual analytics in various ways. Researchers will appreciate the scientific precision involved, software technologists will find essential information on algorithms and systems, and practitioners will profit from readily accessible examples with detailed illustrations for practical purposes.
Data mining. --- Information visualization. --- Pattern perception. --- Visual analytics. --- Engineering & Applied Sciences --- Computer Science --- Computer science. --- Database management. --- Information storage and retrieval systems. --- Optical pattern recognition. --- Informatics --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Pattern recognition. --- Application software. --- Geographical information systems. --- Computer Science. --- Database Management. --- Data Mining and Knowledge Discovery. --- Geographical Information Systems/Cartography. --- Pattern Recognition. --- Computer Appl. in Administrative Data Processing. --- Science --- Electronic data processing --- Database searching --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Information systems. --- Geographical information systems --- GIS (Information systems) --- Information storage and retrieval systems --- Geography --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- database management system. --- text and data mining. --- information storage and retrieval. --- computer applications. --- geographical information system. --- information processing. --- przetwarzanie informacji --- përpunimi ë informacionit --- infotöötlus --- spracovanie informácií --- zpracování informací --- информационна обработка --- információfeldolgozás --- proċessar tal-informazzjoni --- tiedonkäsittely --- informācijas apstrāde --- obrada informacija --- elaborazione delle informazioni --- procesare informații --- traitement de l'information --- informationsbehandling --- próiseáil faisnéise --- Informationsverarbeitung --- обработка на информации --- obdelava informacij --- επεξεργασία πληροφοριών --- tratamiento de la información --- informatieverwerking --- tratamento da informação --- informacijos apdorojimas --- обрада информација --- obrada obavijesti --- automatisierte Informationsverarbeitung --- automatisk informationsbehandling --- prelucrare informații --- automatische informatieverwerking --- információkezelés --- elektronisk informationsbehandling --- tratamento computorizado --- trasferimento delle informazioni su elaboratore --- trattamento elettronico del calcolatore --- rechnergestützte Informationsverarbeitung --- trattamento automatico dell'informazione --- Sistema de Información Geográfica --- córas faisnéise geografaí --- sistema di informazione geografica --- sistema de informação geográfica --- geografický informačný systém --- geografski informacijski sustav --- ģeogrāfiskā informācijas sistēma --- географска информационна система --- geografický informační systém --- geografiskt informationssystem --- geograafilise informatsiooni süsteem --- geografisk informationssystem --- sistem i informacionit gjeologjik --- sistema ta' informazzjoni ġeografika --- térinformatikai rendszer --- sistem de informații geografice --- geografinė informacijos sistema --- σύστημα γεωγραφικής πληροφόρησης --- географски информациски систем --- geografski informacijski sistem --- geografisches Informationssystem --- system informacji geograficznej --- geografisch informatiesysteem --- système d'information géographique --- географски информациони систем --- paikkatietojärjestelmä --- geographisches Informationssystem --- GIS --- SIG --- компютърни приложения --- rakendusinformaatika --- εφαρμοσμένη πληροφορική --- informática aplicada --- toegepaste informatica --- aplikovaná informatika --- angewandte Informatik --- računalniške aplikacije --- tietotekniikkasovellukset --- počítačové aplikácie --- informatica applicata --- kompiuterių taikymas --- aplicații pe calculator --- informatique appliquée --- računalni namjenski program --- feidhmchláir --- aplikacione kompjuteri --- рачунарске апликације --- applikazzjonijiet informatiċi --- informatyka stosowana --- datora lietojumprogrammas --- anvendt datamatik --- tillämpad informatik --- alkalmazott számítástechnika --- компјутерска наменска програма --- užitá informatika --- компјутерска апликација --- arvutirakendused --- applied computer science --- soveltava tietotekniikka --- shkenca e aplikuar e kompjuterave --- računalna aplikacija --- taikomoji kompiuterija --- alkalmazott informatika --- aplikacijski program --- lietišķā datorzinātne --- aplikovaná počítačová veda --- aplikovaná počítačová věda --- informatică aplicată --- przechowywanie i wyszukiwanie informacji --- складиштење и тражење података --- informática documental --- informatique documentaire --- informacijos laikymas ir paieška --- stóráil agus aisghabháil sonraí --- πληροφορική της τεκμηρίωσης --- електронско чување и пребарување податоци --- dokumentarisk datamatik --- dokumentbehandling --- informatie en documentatie --- informācijas uzkrāšana un izguve --- uchovanie a vyhľadávanie informácií --- документална информатика --- tiedon tallennus ja haku --- dokumentacijska obdelava podatkov --- obrada dokumentacijskih podataka --- stocarea și regăsirea informației --- dokumentarische Datenverarbeitung --- ukládání a vyhledávání informací --- informatikë dokumentimi --- számítógépes dokumentáció --- info salvestamine ja otsing --- informatica documentaria --- ħżin u aċċess għall-informazzjoni --- documentación informatizada --- documentazione informatizzata --- systém automatické dokumentace --- automatický dokumentační systém --- kompiuterizuotoji dokumentavimo sistema --- uchovávání informací --- datorizēta dokumentācijas sistēma --- računalno podržana dokumentacija --- documentación automatizada --- automatizirana dokumentacija --- computerised documentation system --- ukládání informací --- automatiserad dokumentbehandling --- automatická dokumentace --- selekce informací --- počítačová dokumentace --- arvutipõhine dokumenteerimissüsteem --- sistem i kompjuterizuar dokumentimi --- tietokoneistettu asiakirjajärjestelmä --- documentation automatisée --- documentação automatizada --- kompjutorizirana dokumentacija --- αυτοματοποίηση της τεκμηρίωσης --- rechnergestützte Dokumentation --- počítačový dokumentačný systém --- documentare informatizată --- automatisierte Dokumentation --- elektronická dokumentace --- ukládání a vyhledávání dat --- geautomatiseerde documentatie --- automatické zpracování informací --- vyhledávání informací --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- mianadóireacht téacs agus sonraí --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining --- córas bainistíochta bunachar sonraí --- sistem upravljanja baze podatkov --- andmebaasihaldur --- system zarządzania bazą danych --- databasestyringssystem --- система за управление на база данни --- Datenbankverwaltungssystem --- sustav za upravljanje bazom podataka --- duomenų bazės valdymo sistema --- σύστημα διαχείρισης βάσης δεδομένων --- sistema ta’ mmaniġġjar ta’ bażi ta' data --- систем за управување бази на податоци --- sistema de gestão de base de dados --- систем управљања базом података --- tietokannan hallintajärjestelmä --- systém řízení báze dat --- adatbázis-kezelő rendszer --- managementul bazelor de date --- database management system --- datu bāzes pārvaldības sistēma --- sistema di gestione di base dati --- sistema de gestión de bases de datos --- systém správy databáz --- sistem menaxhimi i bazës së të dhënave --- databashanteringssystem --- système de gestion de base de données --- relációs adatbázis --- relationellt DBMS --- DBVS --- hierarchický DBMS --- DBMS --- ΣΔΒΔ --- hierarkiskt DBMS --- hierarkinen tietokanta --- DBPS --- hierarchinė duomenų bazės valdymo sistema --- relační SŘBD --- hierarhiline baasihaldur --- hiërarchisch DBMS --- hierarkisk DBMS --- objektově orientovaný SŘBD --- SŘBD --- sąryšinė duomenų bazės valdymo sistema --- SGBD jerárquico --- SGBD relationnel --- SGBD relacional --- relaatiotietokanta --- SGBD hiérarchique --- DBMS ndërvarësie --- relatsioonbaasihaldur --- relations-DBMS --- systém řízení databáze --- ιεραρχικό ΣΔΒΔ --- relationales DBMS --- beheerssysteem van gegevensbestanden --- relational DBMS --- hierarchical DBMS --- DBMS hierarkike --- SGBD --- managementul relațional al bazelor de date --- data base management system --- hierarchisches DBMS --- SGBD gerarchico --- SGBD relazionale --- управување бази на податоци --- hierarchický SŘBD --- relāciju datu bāzes pārvaldības sistēma --- hierarchikus adatbázis --- hierarhiska datu bāzes pārvaldības sistēma --- σχεσιακό ΣΔΒΔ --- relačný DBMS --- databashanterare --- managementul ierarhic al bazelor de date --- relationeel DBMS --- Computer science --- Database management --- Data mining --- Optical pattern recognition --- Geographic information systems. --- Informatique --- Bases de données --- Exploration de données (Informatique) --- Reconnaissance optique des formes (Informatique) --- Systèmes d'information --- Gestion --- Noms géographiques --- EPUB-LIV-FT LIVINFOR SPRINGER-B
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Utilize R to uncover hidden patterns in your Big Data About This Book Perform computational analyses on Big Data to generate meaningful results Get a practical knowledge of R programming language while working on Big Data platforms like Hadoop, Spark, H2O and SQL/NoSQL databases, Explore fast, streaming, and scalable data analysis with the most cutting-edge technologies in the market Who This Book Is For This book is intended for Data Analysts, Scientists, Data Engineers, Statisticians, Researchers, who want to integrate R with their current or future Big Data workflows. It is assumed that readers have some experience in data analysis and understanding of data management and algorithmic processing of large quantities of data, however they may lack specific skills related to R. What You Will Learn Learn about current state of Big Data processing using R programming language and its powerful statistical capabilities Deploy Big Data analytics platforms with selected Big Data tools supported by R in a cost-effective and time-saving manner Apply the R language to real-world Big Data problems on a multi-node Hadoop cluster, e.g. electricity consumption across various socio-demographic indicators and bike share scheme usage Explore the compatibility of R with Hadoop, Spark, SQL and NoSQL databases, and H2O platform In Detail Big Data analytics is the process of examining large and complex data sets that often exceed the computational capabilities. R is a leading programming language of data science, consisting of powerful functions to tackle all problems related to Big Data processing. The book will begin with a brief introduction to the Big Data world and its current industry standards. With introduction to the R language and presenting its development, structure, applications in real world, and its shortcomings. Book will progress towards revision of major R functions for data management and transformations. Readers will be introduce to Cloud based Big Data solutions (e.g. Amazon EC2 instances and Amazon RDS, Microsoft Azure and its HDInsight clusters) and also provide guidance on R connectivity with relational and non-relational databases such as MongoDB and HBase etc. It will further expand to include Big Data tools such as Apache Hadoop ecosystem, HDFS and MapReduce frameworks. Also other R compatible tools such as Apache Spark, its machine learning library Spark MLlib, as well as H2O. Style and approach This book will serve as a practical guide...
R (Computer program language) --- Data mining. --- Information visualization. --- Data visualization --- Visualization of information --- Information science --- Visual analytics --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- GNU-S (Computer program language) --- Domain-specific programming languages --- text and data mining. --- programming language. --- big data. --- cloud computing. --- data processing. --- software. --- изчисления в облак --- molntjänster --- Cloud-Computing --- mākoņdatošana --- cloudcomputing --- pilvipalvelu --- cloud computing --- computação na nuvem --- felhőalapú számítástechnika --- computación en nube --- računalstvo u oblaku --- chmura obliczeniowa --- informatique en nuage --- υπολογιστικό νέφος --- pilvandmetöötlus --- računalništvo v oblaku --- néalríomhaireacht --- debesijos kompiuterija --- fornitur ta' servizzi tal-applikazzjonijiet --- infrastruttura come servizio --- lietojumprogrammas pakalpojuma sniedzējs --- Cloud-Dienst --- ASP --- Hardware-as-a-Service --- platforma jako služba --- platforma kao usluga --- infrastructure sous forme de service --- infrastruktura jako usługa --- hardware como servicio --- hardware bħala servizz --- infraestrutura como serviço --- felhőalapú szolgáltatás --- апаратна част като услуга --- IaaS --- λογισμικό ως υπηρεσία --- hardware jako služba --- Hardware as a Service --- hyrhårdvara --- platforma kā pakalpojums --- piattaforma come servizio --- nuvola informatica --- palvelualustan ulkoistaminen --- software come servizio --- πλατφόρμα ως υπηρεσία --- software como serviço --- platform as a service --- software jako služba --- програмно осигуряване като услуга --- cloudová služba --- néalseirbhísí --- hyrprogram --- infrastruktura kao usluga --- Application Service Provider --- matériel sous forme de service --- infrastructure als een dienst --- softvér ako služba --- etäsovelluspalvelu --- laitteistot palveluna --- oprogramowanie jako usługa --- molnet --- seirbhís bogearra de réir éilimh --- υποδομή ως υπηρεσία --- usługa w chmurze --- alkalmazásszolgáltató --- programska oprema kot storitev --- alkalmazás-szolgáltató --- PaaS --- infrastruttura bħala servizz --- cloudtjeneste --- servizz ta' cloud --- software als een dienst --- iaas-tjänst --- saas-tjänst --- hardware as a service --- platforma kot storitev --- Software as a Service --- fornitore di servizi applicativi --- platforma jako usługa --- servizi nella nuvola --- hardware als een dienst --- Software-as-a-Service --- application service provider --- poskytovatel aplikačních služeb --- mākoņpakalpojums --- услуга в облак --- platform als een dienst --- riistvara kui teenus --- ponudnik programskih storitev --- hardver kao usluga --- felhőszolgáltatás --- logiciel à la demande --- sovelluspalvelu --- инфраструктура като услуга --- service infonuagique --- software bħala servizz --- infrastruktúraszolgáltatás --- HaaS --- tehnična infrastruktura kot storitev --- platformszolgáltatás --- Infrastructure as a Service --- plataforma como serviço --- Infrastructure-as-a-Service --- fornecedor de aplicações --- paas-tjänst --- infraestructura como servicio --- programmatūra kā pakalpojums --- infrastruktūra kā pakalpojums --- service en nuage --- serviço de computação na nuvem --- platforma ako služba --- logiciel sous forme de service --- hardware come servizio --- software as a service --- sovellusvuokrauspalvelun tarjoaja --- plataforma como servicio --- softver kao usluga --- platvorm kui teenus --- SaaS --- Platform as a Service --- datormoln --- υλικό ως υπηρεσία --- υπηρεσία υπολογιστικού νέφους --- cloud service --- service dématérialisé --- pjattaforma bħala servizz --- poskytovateľ aplikačných služieb --- Anwendungsdienstleister --- hardvér ako služba --- matériel à la demande --- serviciu de cloud --- usluga u oblaku --- hardverszolgáltatás --- infraštruktúra ako služba --- rakendusteenuse pakkuja --- servicio en nube --- pružatelji usluga aplikacije --- tietotekniikan resurssipalvelu --- pilveteenus --- proveedor de servicios de aplicaciones --- furnizor al aplicației --- equipamento informático como serviço --- tarkvara kui teenus --- Platform-as-a-Service --- soláthraí seirbhíse feidhmchlár --- software ca serviciu --- infrastruktuur kui teenus --- szoftverszolgáltatás --- clouddienst --- felhő alapú szolgáltatás --- платформа като услуга --- πάροχος υπηρεσιών εφαρμογών --- debesų kompiuterija --- platformă ca serviciu --- storitev v oblaku --- palvelimien ylläpidon ulkoistaminen palveluntarjoajalle --- debesija --- infrastructure à la demande --- verkkosovelluspalvelu --- hardware ca serviciu --- fournisseur d'applications en ligne --- software como servicio --- infrastruktura jako služba --- it-moln --- infrastructură ca serviciu --- servizi cloud --- aparatūra kā pakalpojums --- infrastructure as a service --- etäresurssipalvelu --- informatique dématérialisée --- доставчик на услуги, свързани с приложения --- macrodatos --- lielie dati --- data velkého objemu --- big data --- големи податоци --- големи информационни масиви --- duże zbiory danych --- mégadonnées --- mórshonraí --- megadados --- Big Data --- velepodatki --- μεγαδεδομένα --- volume mari de date --- veľké dáta --- velika količina podataka --- didieji duomenys --- stordata --- iso data --- suurandmed --- nagy adathalmazok --- grandes dados --- technologia dużych zbiorów danych --- données de masse --- veľký súbor dát --- análisis de macrodatos --- veliki skup podataka --- grote datasets --- technológia veľkých dát --- big-databronnen --- голяма съвкупност от данни --- tömeges adatok --- tecnologia dos megadados --- stort datasæt --- velkoobjemová data --- données massives --- analiza volumelor mari de date --- set mare de date --- date în masă --- massadatateknologia --- duży zbiór danych --- bigdatabronnen --- nagy adathalmazok elemzése --- analyse de mégadonnées --- množični podatki --- analitika tal-big data --- hromadné dáta --- μαζικά δεδομένα --- datos masivos --- grande insieme di dati --- τεχνολογία μεγαδεδομένων --- big data-teknologi --- grandes volumes de dados --- big data technológia --- технология на големите информационни масиви --- grande conjunto de dados --- massadata --- Massendatenanalyse --- masveida dati --- dejta bil-massa --- large data set --- голям масив от данни --- big-data-analyse --- tehnologija za velike količine podataka --- suurandmete haldamine --- ανάλυση μεγαδεδομένων --- didžiųjų duomenų technologija --- Massendaten --- teknoloġija tal-big data --- analytika veľkých dát --- massedata --- tecnologia big data --- analisi di big data --- анализиране на големи информационни масиви --- Big-Data-Technologie --- lielo datu tehnoloģija --- stordataanalys --- μεγάλο σύνολο δεδομένων --- analitika velepodatkov --- tehnologie de lucru cu volume mari de date --- massadatan analysointi --- golema količina podataka --- sett kbir ta’ dejta --- didžiųjų duomenų analitika --- massadata-analyysi --- óriási méretű adathalmazok --- bigdata-analyse --- dati di massa --- grand ensemble de données --- tehnologija velepodatkov --- velká data --- big data-analyse --- suuret tietoaineistot --- stordatasystem --- stordatateknik --- masiniai duomenys --- análise de megadados --- analiza velikih količina podataka --- olltiomsú sonraí --- amplio conjunto de datos --- tecnología de macrodatos --- hromadná data --- liela datu kopa --- big data analytics --- große Datenbasis --- big data technology --- suurandmete tehnoloogia --- technologie dat velkého objemu --- lielo datu analītika --- nagy adattömegek --- množica velepodatkov --- technologie de mégadonnées --- massa de dados --- mass data --- analýza dat velkého objemu --- massadatatekniikka --- programavimo kalba --- език за програмиране --- gjuhë e programimit --- teanga ríomhchlárúcháin --- limbaj de programare --- programmeringsspråk --- linguaggio di programmazione --- programmeertaal --- programnyelv --- programmēšanas valoda --- γλώσσα προγραμματισμού --- linguagem de programação --- język programowania --- programmeerimiskeel --- програмски јазик --- lenguaje de programación --- programovací jazyk --- lingwa tal-ipprogrammar --- Programmiersprache --- programmeringssprog --- langage de programmation --- програмски језик --- ohjelmointikieli --- programski jezik --- limbaj avansat --- számítógépes nyelv --- γλώσσα μηχανής --- hoch entwickelte Programmiersprache --- tietokonekieli --- Maschinensprache --- machine language --- kompiuterio kalba --- arvutikeel --- künstliche Sprache --- linguaggio macchina --- limbaj mașină --- langage assembleur --- assemblerspråk --- gépi nyelv --- strojni jezik --- машински јазик --- maskinspråk --- počítačový jazyk --- kompjutorski jezik --- linguagem-máquina --- dotazovací jazyk --- računalni jezik --- hogere programmeertaal --- машински код --- konekieli --- udviklet sprog --- ανώτερη γλώσσα --- gjuhë makinerie --- mašininė kalba --- machinetaal --- lenguaje máquina --- computer language --- mašīnvaloda --- lenguaje de alto nivel --- linguagem evoluída --- gjuhë kompjuterike --- Assemblersprache --- strojový jazyk --- datorvaloda --- högnivåspråk --- langage évolué --- компјутерски јазик --- strojový kód --- linguaggio evoluto --- assembler --- maskinsprog --- masinakeel --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- mianadóireacht téacs agus sonraí --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining --- софтуер --- λογισμικό --- софтвер (умотворина) --- tarkvara --- Software --- programmatūra --- programinė įranga --- ohjelmisto --- programmel --- softuer --- softwer --- software --- софтвер --- szoftver --- programvara --- logiciel --- oprogramowanie --- softvér --- computerprogramma --- bogearraí --- programska oprema --- program software --- industrie software --- aplikační programové vybavení --- ανάπτυξη πληροφορικής --- software d'attuazione --- desenvolvimento informático --- programiranje --- programinės įrangos kūrimas --- program de calculator --- programmēšana --- softwarový průmysl --- software-industrie --- programminženierija --- ríomhchlárú --- vývoj informačních technologií --- programa de computador --- Programmierung --- sviluppo di software --- programação informática --- soporte lógico informático --- industri e softuerëve --- edb-program --- sviluppo informatico --- разработване на програми --- ohjelmistoala --- tarkvaratehnika --- програмирање --- tarkvaratööstus --- szoftverfejlesztés --- tarkvarapakett --- softver --- programación informática --- progiciel --- Softwaretechnologie --- programinės įrangos pramonė --- tietokoneen ohjelmointi --- programma software --- software package --- Anwendungssoftware --- desenvolvimento de software --- software development --- datorprogram --- ohjelmistosuunnittelu --- προγραμματισμός Η/Υ --- programmeren --- vývoj softvéru --- tietokoneohjelma --- computer programme --- kompiuterio programavimas --- pacáiste bogearraí --- softwareudvikling --- indústria do software --- Rechnerprogramm --- mjukvara --- softwareontwerp --- arvutiprogrammeerimine --- firmware --- dezvoltare de software --- programinės įrangos technika --- kompiuterio programa --- razvoj programske opreme --- programska podrška --- programme d'ordinateur --- софтверски пакет --- programozás --- standardiserad programvara --- arvutiprogramm --- πληροφορικά προγράμματα --- Softwareindustrie --- programska potpora --- programmazione informatica --- programování --- conceção de software --- industria del software --- ríomhchlárúchán --- industrie du logiciel --- software di base --- balík programů --- počítačový program --- programvaruindustri --- programmatūras pakotne --- softwareontwikkeling --- programmelindustri --- razvoj softvera --- datorprogrammering --- microprogramma --- softwarový balík --- programa de ordenador --- számítógépes program --- ingegneria del software --- softvérový balík --- inxhinieri e softuerëve --- počítačové programovanie --- développement logiciel --- ohjelmistopakkaus --- programa informático --- tietotekniikan kehittäminen --- forbairt bogearraí --- programmation informatique --- desarrollo de programas informáticos --- ohjelmistokehitys --- vývoj softwaru --- programmapakket --- βιομηχανία προγραμμάτων Η/Υ --- softvérové inžinierstvo --- EDV-Programm --- datorprogramma --- softwareindustri --- προγράμματα συστημάτων Η/Υ --- sada programů --- softwarová technologie --- Software-Engineering --- software industry --- dezvoltare informatică --- suporte lógico --- Informatikentwicklung --- edb-programmering --- Standardsoftware --- aplikační software --- softwarové inženýrství --- innealtóireacht bogearraí --- paketë softueri --- tarkvaraarendus --- programové vybavení --- ríomhchlár --- programma di calcolatore --- προγράμματα ηλεκτρονικών υπολογιστών --- softvérový priemysel --- programmatuur --- ανάπτυξη λογισμικού --- software engineering --- informatikai fejlesztés --- programų paketas --- software applicativo --- développement informatique --- computer programming --- szoftvergyártás --- programmering --- programmatūras izstrāde --- żvilupp ta' softwer --- software aplicativ --- programa de aplicação --- génie logiciel --- развитие на информационните технологии --- programim kompjuterik --- program kompjuterik --- информатичко решение --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos
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