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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 --- open data. --- data science. --- text and data mining. --- information storage and retrieval.

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Kritisch denken en onderzoekscompetentiesIn tijden van nepnieuws en deepfakes zijn kritisch denken en onderzoeksvaardigheden belangrijker dan ooit. Daarom zet het hoger onderwijs niet alleen in op vakkennis, maar ook op algemene vakoverschrijdende vaardigheden: de future proof skills. Zo krijgen professionele bachelorstudenten alle tools die ze nodig hebben om uit te groeien tot wendbare professionals én kritische burgers. Denk. Zoek. Twijfel. is daarbij een onmisbare gids. Het eerste deel focust op kritisch denken: je ontdekt essentiële informatievaardigheden, leert redeneren en kritisch over jezelf reflecteren. In het tweede deel leer je alles over de onderzoekscompetenties die je nodig zult hebben voor je bachelorproef, en later in de beroepspraktijk.https://borgerhoff-lamberigts.be/boeken/denk-zoek-twijfel

Kritisch denken. --- Onderzoekscompetenties. --- IR (information retrieval) --- kritisch denken --- informatiebronnen --- informatievaardigheden --- onderzoekscompetenties --- reflecteren --- redeneren --- Onderzoeksvaardigheid --- Kritisch denken --- Onderzoekscompetentie --- 450.4 --- informatiegeletterdheid --- onderwijskunde, onderwijsonderzoek --- Informatievaardigheden --- onderzoeksvaardigheden --- Reflecteren --- 001.81 --- Beslissen --- Beeldvorming --- Information systems --- zoekmethoden --- communicatievaardigheden --- Science --- Philosophy of science --- Methods in social research (general) --- Social Sciences and Humanities. Social Sciences -- Research Methodology. --- cognitieve vaardigheden --- informatieanalyse --- anailís ar fhaisnéis --- analiza informacija --- analiza informacji --- informační analýza --- informationsanalyse --- analiza informației --- анализа на информации --- analizë e informacionit --- informačná analýza --- informacijos analizė --- analisi delle informazioni --- análise da informação --- analiżi tal-informazzjoni --- анализ на информация --- analyse de l'information --- analiza informacij --- informācijas analīze --- infoanalüüs --- análisis de la información --- information analysis --- informationsanalys --- tiedon sisällön analyysi --- információelemzés --- Informationsanalyse --- анализа информација --- ανάλυση πληροφοριών --- dokumentinė analizė --- documentary analysis --- ανάλυση δεδομένων --- análise de dados --- análise documental --- gegevensanalyse --- dokumentanalyse --- dokumentační analýza --- dokumentumelemzés --- Datenanalyse --- analyse des données --- duomenų analizė --- dokumentanalys --- dokumendianalüüs --- dataanalys --- analisi documentaria --- analiza datelor --- analiza podataka --- tiedon analysointi --- asiakirjojen analysointi --- analizë dokumentuese --- ανάλυση τεκμηρίωσης --- Dokumentenanalyse --- datu analīze --- análisis de documentos --- analizim të dhënash --- dataanalyse --- data analysis --- dokumentālā analīze --- análisis de datos --- analisi dei dati --- analiză documentară --- analyse documentaire --- análisis documental --- raščlamba obavijesti --- adatelemzés --- dokumentačná analýza --- analýza údajov --- andmeanalüüs --- documentaire analyse --- kognitiivsed oskused --- kognityviniai įgūdžiai --- compétences cognitives --- когнитивни умения --- cognitive skills --- aptitudini cognitive --- kognitīvās prasmes --- kognitivní dovednosti --- competências cognitivas --- kognitivne vještine --- abilità cognitive --- kognitívne zručnosti --- kognitive færdigheder --- kognitive Fähigkeiten --- kognitivne spretnosti --- γνωστικές δεξιότητες --- umiejętności poznawcze --- kognitiiviset taidot --- ħiliet konjittivi --- capacidades cognitivas --- kognitiva färdigheter --- kognitív készségek --- gestão do tempo --- immaniġġjar tal-ħin --- ajaplaneerimine --- spreekvaardigheid --- slušne spretnosti --- skills development --- skaitymo įgūdžiai --- läsförmåga --- įgūdžių ugdymas --- Hören --- Zeitmanagement --- развитие на умения --- zručnosti v čítaní --- abilità di lettura --- tidshantering --- δεξιότητες ανάγνωσης --- luistervaardigheid --- ontwikkeling van vaardigheden --- capacidades de escucha --- čitanje --- gestionarea timpului --- listening skills --- puhetaito --- slušanje --- gestion du temps --- organizacija vremena --- tidsforvaltning --- sviluppo delle abilità --- ανάπτυξη δεξιοτήτων --- gestione del tempo --- bralne spretnosti --- poslechové dovednosti --- tidsstyring --- govor --- rozwój umiejętności --- Sprechen --- talförmåga --- govorne spretnosti --- умения за говорене --- time-management --- lukutaito --- gestión del tiempo --- умения за слушане --- διαχείριση χρόνου --- capacidade para ouvir --- capacité à s’exprimer --- zarządzanie czasem --- čtenářské dovednosti --- leesvaardigheid --- prasmju attīstīšana --- rozvoj dovedností --- olvasott szöveg értése --- δεξιότητες ομιλίας --- beszédkészség --- δεξιότητες ακρόασης --- készségfejlesztés --- prasme klausīties --- lasītprasme --- taitojen kehittäminen --- rozvoj zručností --- lugemisoskus --- umiejętność słuchania --- tidsplanlægning --- časový manažment --- oskuste arendamine --- capacidades de expresión oral --- dezvoltarea competențelor --- väljendusoskus --- abilități de ascultare --- competências comunicativas --- organizace času --- abilități de vorbire --- umiejętność czytania --- ħiliet tas-smigħ --- desenvolvimento de competências --- abilità di produzione orale --- språklig förmåga --- razvoj spretnosti --- desarrollo de capacidades --- læsefærdigheder --- ħiliet tat-taħdit --- kuuntelutaidot --- abilități de citire --- zručnosti v počúvaní --- Lesen --- capacité à écouter --- zručnosti v rozprávaní --- kuulamisoskused --- competências de leitura --- ħiliet tal-qari --- laika plānošana --- żvilupp tal-ħiliet --- færdighedsudvikling --- hallott szöveg értése --- ajanhallinta --- razvoj vještina --- talefærdigheder --- compétences en lecture --- reading skills --- умения за четене --- upravljanje časa --- abilità di ascolto --- klausymo įgūdžiai --- kalbėjimo įgūdžiai --- lyttefærdigheder --- développement des compétences --- speaking skills --- intellektuell förmåga --- laiko valdymas --- runātprasme --- capacidades lectoras --- időgazdálkodás --- Entwicklung von Fähigkeiten --- vyjadřovací dovednosti --- onderzoeksmethoden --- onderzoeksvaardigheid --- onderzoek --- interviews --- enquêtes --- observaties --- experimenten --- rapporten --- plagiaat --- argumentatie