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Book
Natural language processing for the semantic web
Authors: --- ---
ISBN: 9781627059091 1627059091 9781627056328 Year: 2017 Publisher: [United States] : Morgan and Claypool,

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"This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them into Semantic Web applications. Natural language processing and Semantic Web technologies have different, but complementary roles in data management. Combining these two technologies enables structured and unstructured data to merge seamlessly. Semantic Web technologies aim to convert unstructured data to meaningful representations, which benefit enormously from the use of NLP technologies, thereby enabling applications such as connecting text to Linked Open Data, connecting texts to each other, semantic searching, information visualization, and modeling of user behavior in online networks. The first half of this book describes the basic NLP processing tools: tokenization, part-of speech tagging, and morphological analysis, in addition to the main tools required for an information extraction system (named entity recognition and relation extraction) which build on these components. The second half of the book explains how Semantic Web and NLP technologies can enhance each other, for example via semantic annotation, ontology linking, and population. These chapters also discuss sentiment analysis, a key component in making sense of textual data, and the difficulties of performing NLP on social media, as well as some proposed solutions. The book finishes by investigating some applications of these tools, focusing on semantic search and visualization, modeling user behavior, and an outlook on the future."--


Book
Modern approach to educational data mining and its applications
Author:
ISBN: 9813346817 9813346809 Year: 2021 Publisher: Gateway East, Singapore : Springer,

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This book emphasizes that learning efficiency of the learners can be increased by providing personalized course materials and guiding them to attune with suitable learning paths based on their characteristics such as learning style, knowledge level, emotion, motivation, self-efficacy and many more learning ability factors in e-learning system. Learning is a continuous process since human evolution. In fact, it is related to life and innovations. The basic objective of learning to grow, aspire and develop ease of life remains the same despite changes in the learning methodologies. Introduction of computers empowered us to attain new zenith in knowledge domain, developed pragmatic approach to solve life’s problem and helped us to decipher different hidden patterns of data to get new ideas. Of late, computers are predominantly used in education. Its process has been changed from offline to online in view of enhancing the ease of learning. With the advent of information technology, e-learning has taken centre stage in educational domain. In e-learning context, developing adaptive e-learning system is buzzword among contemporary research scholars in the area of Educational Data Mining (EDM). Enabling personalized systems is meant for improvement in learning experience for learners as per their choices made or auto-detected needs. It helps in enhancing their performance in terms of knowledge, skills, aptitudes and preferences. It also enables speeding up the learning process qualitatively and quantitatively. These objectives are met only by the Personalized Adaptive E-learning Systems in this regard. Many noble frameworks were conceptualized, designed and developed to infer learning style preferences, and accordingly, learning materials were delivered adaptively to the learners. Designing frameworks help to measure learners’ preferences minutely and provide adaptive learning materials to them in a way most appropriately.


Book
Knowledge Science, Engineering and Management : 6th International Conference, KSEM 2013, Dalian, China, August 10-12, 2013, Proceedings
Authors: ---
ISBN: 3642397867 3642397875 Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of the 6 th International Conference on Knowledge Science, Engineering and Management, KSEM 2013, held in Dalian City, China, in August 2013. The 50 revised papers (33 regular papers, 18 short papers, and keynote and invited talks) were carefully reviewed and selected from various submissions.

Keywords

Computer science. --- Software engineering. --- Data mining. --- Computer Science. --- Software Engineering/Programming and Operating Systems. --- Software Engineering. --- Data Mining and Knowledge Discovery. --- Knowledge acquisition (Expert systems) --- Information technology --- Knowledge management --- Data mining --- Decision making --- Problem solving --- Engineering & Applied Sciences --- Computer Science --- Data processing --- Acquisition, Knowledge (Expert systems) --- Expertise acquisition (Expert systems) --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Computer software engineering --- Informatics --- IT (Information technology) --- Data Mining. --- Empfehlungssystem. --- Entscheidungsunterstützungssystem. --- Ontologie (Wissensverarbeitung) --- Social Tagging. --- Soft Computing. --- Wissensbasiertes System. --- Wissenserwerb. --- Wissensextraktion. --- Wissensmanagement. --- Wissenstechnik. --- Knowledge engineering --- Knowledge-Engineering --- Wissensmodellierung --- Künstliche Intelligenz --- Wissensmanagement --- Semantic Computing --- Semantisches Datenmodell --- Wissen --- Knowledge Management --- Betriebliches Wissensmanagement --- Management --- Wissensorganisation --- Humanvermögen --- Wissensentdeckung --- Wissensgewinnung --- Knowledge Discovery --- Knowledge Discovery in Databases --- KDD --- Wissensextraktion aus Datenbanken --- Regelextraktion aus Datenbanken --- Data Mining --- Information Extraction --- Wissensakquisition --- Konzepterwerb --- Kenntniserwerb --- Wissensaneignung --- Knowledge acquisition --- Kognitives Lernen --- Wissenssystem --- Knowledge system --- Knowledge based system --- Expertensystem --- Softcomputing --- Computational Intelligence --- Subsymbolische Verarbeitung --- Gemeinschaftliches Indexieren --- Gemeinschaftliche Indexierung --- Collaborative Tagging --- Kollaborative Verschlagwortung --- Folksonomy --- Indexierung --- Soziale Software --- Methodology --- Psychology --- Executive functions (Neuropsychology) --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management decisions --- Choice (Psychology) --- EUS --- DSS --- Decision support system --- Entscheidungshilfesystem --- Entscheidungssystem --- Unterstützungssystem --- Verhandlungs-Informationssystem --- Recommender System --- Recommendation System --- Informationssystem --- Kollaborative Filterung --- Datamining --- Datenmustererkennung --- Data-Mining --- Suchverfahren --- Wissensextraktion --- Database searching --- Engineering


Book
Emerging Trends in Knowledge Discovery and Data Mining : PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29 -- June 1, 2012, Revised Selected Papers
Authors: --- ---
ISBN: 3642367771 364236778X Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the thoroughly refereed proceedings of the PAKDD 2012 International Workshops: Third Workshop on Data Mining for Healthcare Management (DMHM 2012), First Workshop on Geospatial Information and Documents (GeoDoc 2012), First Workshop on Multi-view data, High-dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (3Clust 2012), and the Second Doctoral Symposium on Data Mining (DSDM 2012); held in conjunction with the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), in Kuala Lumpur, Malaysia, May/June 2012. The 12 revised papers presented were carefully reviewed and selected from numerous submissions. DMHM 2012 aimed at providing a common platform for the discussion of challenging issues and potential techniques in this emerging field of data mining for health care management; 3Clust 2012 focused on solving emerging problems such as clustering ensembles, semi-supervised clustering, subspace/projective clustering, co-clustering, and multi-view clustering; GeoDoc 2012 highlighted the formalization of geospatial concepts and relationships with a focus on the extraction of geospatial relations in free text datasets to offer to the database community a unified framework for geodata discovery; and DSDM 2012 provided the opportunity for Ph.D. students and junior researchers to discuss their work on data mining foundations, techniques and applications.

Keywords

Engineering & Applied Sciences --- Computer Science --- Computer science. --- Health informatics. --- Data mining. --- Information storage and retrieval. --- Artificial intelligence. --- Computer Science. --- Data Mining and Knowledge Discovery. --- Artificial Intelligence (incl. Robotics). --- Health Informatics. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Data mining --- Data Mining. --- Datenanalyse. --- Wissensextraktion. --- Statistische Auswertung --- Datenauswertung --- Statistische Datenanalyse --- Data analysis --- Data-analysis --- Datamining --- Datenmustererkennung --- Data-Mining --- Suchverfahren --- Wissensextraktion --- Wissensentdeckung --- Wissensgewinnung --- Knowledge Discovery --- Knowledge Discovery in Databases --- KDD --- Wissensextraktion aus Datenbanken --- Regelextraktion aus Datenbanken --- Data Mining --- Information Extraction --- Medical records --- Information storage and retrieva. --- Artificial Intelligence. --- Data processing. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Medical care --- Information storage and retrieval systems. --- 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 --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Medicine --- Data processing --- Medical informatics.


Book
Web Engineering : 13th International Conference, ICWE 2013, Aalborg, Denmark, July 8-12, 2013, Proceedings
Authors: --- --- ---
ISBN: 3642391990 3642392008 Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of the 13th International Conference on Web Engineering, ICWE 2013, held in Aalborg, Denmark, in July 2013. The 21 full research papers, 4 industry papers, and 11 short papers presented were carefully reviewed and selected from 92 submissions. The scientific program was completed with 7 workshops, 6 demonstrations and posters. The papers cover a wide spectrum of topics, such as, among others: web mining and knowledge extraction, semantic and linked data management, crawling and web research, model-driven web engineering, component-based web engineering, Rich Internet Applications (RIAs) and client-side programming, web services, and end-user development.

Keywords

Computer science. --- Software engineering. --- Information storage and retrieval systems. --- Artificial intelligence. --- Information systems. --- Computer Science. --- Information Systems Applications (incl. Internet). --- Information Storage and Retrieval. --- Software Engineering. --- Computer Appl. in Administrative Data Processing. --- User Interfaces and Human Computer Interaction. --- Artificial Intelligence (incl. Robotics). --- World Wide Web --- Software engineering --- Web services --- Engineering & Applied Sciences --- Computer Science --- Informatics --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- 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 --- Computer software engineering --- Information storage and retrieval. --- User interfaces (Computer systems). --- Application software. --- Anwendungssystem. --- Benutzermodell. --- Cloud Computing. --- Data Mining. --- Modellgetriebene Entwicklung. --- Navigieren. --- Semantic Web. --- Web Services. --- Wissensextraktion. --- World Wide Web 2.0. --- World Wide Web. --- Mensch-Maschine-Kommunikation --- Datenverarbeitungssystem --- Anwendungssoftware --- Wissensentdeckung --- Wissensgewinnung --- Knowledge Discovery --- Knowledge Discovery in Databases --- KDD --- Wissensextraktion aus Datenbanken --- Regelextraktion aus Datenbanken --- Data Mining --- Information Extraction --- Application Services --- Web-Service --- Dienstekomposition --- Semantisches Web --- Semantisches Netz --- World Wide Web 2.0 --- WWW --- Hypermedia --- Internet --- Web 2.0 --- WWW 2.0 --- Semantic Web --- Soziale Software --- Navigation --- Navigating --- Model Driven Software Development --- MDSD --- Modellgestützte Softwareentwicklung --- Model-Driven Development --- MDD --- Modellbasierte Softwareentwicklung --- Softwareentwicklung --- Vorgehensmodell --- MDA --- Datamining --- Datenmustererkennung --- Data-Mining --- Suchverfahren --- Wissensextraktion --- Cloud IT --- Rechnerwolke --- Verteiltes System --- Information storage and retrieva. --- Artificial Intelligence. --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Science --- Engineering --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software


Book
Web-Age Information Management : WAIM 2013 International Workshops: HardBD, MDSP, BigEM, TMSN, LQPM, BDMS, Beidaihe, China, June 14-16, 2013. Proceedings
Authors: --- --- --- --- --- et al.
ISBN: 3642395260 3642395279 Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of six workshops of the 14th International Conference on Web-Age Information Management, WAIM 2013, held in Beidaihe, China, June 2013. The 37 revised full papers are organized in topical sections on the six following workshops: The International Workshop on Big Data Management on Emerging Hardware (HardBD 2013), the Second International Workshop on Massive Data Storage and Processing (MDSP 2013), the First International Workshop on Emergency Management in Big Data Age (BigEM 2013), the International Workshop on Trajectory Mining in Social Networks (TMSN 2013), the First International Workshop on Location-based Query Processing in Mobile Environments (LQPM 2013), and the First International Workshop on Big Data Management and Service (BDMS 2013).

Keywords

Computer science. --- Computer Communication Networks. --- Computer software. --- Database management. --- Data mining. --- Information storage and retrieval systems. --- Computer Science. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Data Mining and Knowledge Discovery. --- Database Management. --- Algorithm Analysis and Problem Complexity. --- Database management --- Information storage and retrieval systems --- Web databases --- Data mining --- Engineering & Applied Sciences --- Computer Science --- 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 --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- 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 --- Software, Computer --- Computer communication systems. --- Algorithms. --- Information storage and retrieval. --- Abfrageverarbeitung. --- Data Mining. --- Datenbanksystem. --- Datensicherung. --- Information Retrieval. --- World Wide Web. --- WWW --- Hypermedia --- Internet --- Informationsretrieval --- Information --- Informationsrecherche --- Informationswiedergewinnung --- Retrieval --- Informationsrückgewinnung --- Informationsgewinnung --- Literaturrecherche --- Online-Recherche --- Recherche --- Information Extraction --- Datensicherheit --- Sicherheit --- Computersicherheit --- Softwareschutz --- Datenbankverwaltungssystem --- DBMS --- Datenbankbetriebssystem --- Datenbank --- Datenbankmanagementsystem --- Data base management system --- Data base system --- Datenbanksoftware --- Datenbankprogramm --- Datamining --- Datenmustererkennung --- Data-Mining --- Suchverfahren --- Wissensextraktion --- Anfrageverarbeitung --- Anfrageausführung --- Anfragebearbeitung --- Query processing --- Abfragesprache --- Wiedergewinnung --- Datenverarbeitung --- Betriebssystem --- Programm --- Information storage and retrieva. --- Computer systems --- Electronic data processing --- Database searching --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Informationssicherheit --- Application software. --- Algorism --- Algebra --- Arithmetic --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Foundations --- Distributed processing --- Computer networks.


Book
Advances in Information Retrieval : 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013, Proceedings
Authors: --- --- --- --- --- et al.
ISBN: 3642369723 3642369731 Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the proceedings of the 35th European Conference on IR Research, ECIR 2013, held in Moscow, Russia, in March 2013. The 55 full papers, 38 poster papers and 10 demonstrations presented in this volume were carefully reviewed and selected from 287 submissions. The papers are organized in the following topical sections: user aspects; multimedia and cross-media IR; data mining; IR theory and formal models; IR system architectures; classification; Web; event detection; temporal IR, and microblog search. Also included are 4 tutorial and 2 workshop presentations.

Keywords

Computer science. --- Database management. --- Data mining. --- Information storage and retrieval systems. --- Multimedia systems. --- Computer Science. --- Information Storage and Retrieval. --- Database Management. --- Data Mining and Knowledge Discovery. --- Multimedia Information Systems. --- Information Systems Applications (incl. Internet). --- User Interfaces and Human Computer Interaction. --- Information retrieval --- Data mining --- Information storage and retrieval systems --- Engineering & Applied Sciences --- Computer Science --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- 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 --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- 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 --- Informatics --- Information storage and retrieval. --- Multimedia information systems. --- User interfaces (Computer systems). --- Data Mining. --- Datenbanksystem. --- Dokumentverarbeitung. --- Information Retrieval. --- World Wide Web 2.0. --- World Wide Web. --- Dokumentenverarbeitung --- Dokument --- Verarbeitung --- Datenbankverwaltungssystem --- DBMS --- Datenbankbetriebssystem --- Datenbank --- Datenbankmanagementsystem --- Data base management system --- Data base system --- Datenbanksoftware --- Datenbankprogramm --- Datamining --- Datenmustererkennung --- Data-Mining --- Suchverfahren --- Wissensextraktion --- WWW --- Hypermedia --- Internet --- Web 2.0 --- WWW 2.0 --- Semantic Web --- Soziale Software --- Informationsretrieval --- Information --- Informationsrecherche --- Informationswiedergewinnung --- Retrieval --- Informationsrückgewinnung --- Informationsgewinnung --- Literaturrecherche --- Online-Recherche --- Recherche --- Information Extraction --- Betriebssystem --- Programm --- Wiedergewinnung --- Information storage and retrieva. --- Science --- Database searching --- Electronic data processing --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Application software. --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- User interfaces (Computer systems)

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