Literatur zur Informationserschließung
Diese Datenbank enthält über 40.000 Dokumente zu Themen aus den Bereichen Formalerschließung – Inhaltserschließung – Information Retrieval.
© 2015 W. Gödert, TH Köln, Institut für Informationswissenschaft
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1Aggarwal, C.C. u. C.X. Zhai (Hrsg.): Mining text data.
New York : Springer, 2012. XI, 522 S.
ISBN 978-1-4614-3222-7
Abstract: Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Recent advances in hardware and software technology have lead to a number of unique scenarios where text mining algorithms are learned. Mining Text Data introduces an important niche in the text analytics field, and is an edited volume contributed by leading international researchers and practitioners focused on social networks & data mining. This book contains a wide swath in topics across social networks & data mining. Each chapter contains a comprehensive survey including the key research content on the topic, and the future directions of research in the field. There is a special focus on Text Embedded with Heterogeneous and Multimedia Data which makes the mining process much more challenging. A number of methods have been designed such as transfer learning and cross-lingual mining for such cases. Mining Text Data simplifies the content, so that advanced-level students, practitioners and researchers in computer science can benefit from this book. Academic and corporate libraries, as well as ACM, IEEE, and Management Science focused on information security, electronic commerce, databases, data mining, machine learning, and statistics are the primary buyers for this reference book.
Inhalt: Inhalt: An Introduction to Text Mining.- Information Extraction from Text.- A Survey of Text Summarization Techniques.- A Survey of Text Clustering Algorithms.- Dimensionality Reduction and Topic Modeling.- A Survey of Text Classification Algorithms.- Transfer Learning for Text Mining.- Probabilistic Models for Text Mining.- Mining Text Streams.- Translingual Mining from Text Data.- Text Mining in Multimedia.- Text Analytics in Social Media.- A Survey of Opinion Mining and Sentiment Analysis.- Biomedical Text Mining: A Survey of Recent Progress.- Index.
Anmerkung: Elektronische Ausgabe unter: http://springer.r.delivery.net/r/r?2.1.Ee.2Tp.1gd0L5.C3WE8i..N.WdtI.3uq2.bW89MQ%5f%5fCXccFOL0.
Themenfeld: Data Mining
LCSH: Computer science ; Computer Communication Networks ; Database management ; Data mining ; Multimedia systems
RSWK: Text Mining / Aufsatzsammlung
RVK: ST 306 ; ST 530
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2García-Barriocanal, E. ; Cebeci, Z. ; Öztürk, A. ; Okur, M.C. (Hrsg.): Metadata and semantics research : 5th International Conference, MTSR 2011, Izmir, Turkey, October 12-14, 2011. Proceedings.
Heidelberg : Springer, 2011. XVIII, 536 S.
ISBN 978-3-642-24730-9
(Communications in computer and information science; vol.240)
Abstract: This volume constitutes the selected papers of the 5th International Conference on Metadata and Semantics Research, MTSR 2011, held in Izmir, Turkey, in October 2011. The 36 full papers presented together with 16 short papers and project reports were carefully reviewed and selected from 118 submissions. The papers are organized in topical sections on Tracks on Metadata and Semantics for Open Access Repositories and Infrastructures, Metadata and Semantics for Learning Infrastructures, Metadata and Semantics for Cultural Collections and Applications, Metadata and Semantics for Agriculture, Food and Environment.
Themenfeld: Semantic Web
LCSH: Computer science ; Computer Communication Networks ; Database management ; Data mining ; Information storage and retrieval systems ; Artificial intelligence
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3Das, V.V. (Hrsg.): Information and communication technologies : international conference; proceedings / ICT 2010, Kochi, Kerala, India, September 7 - 9, 2010.
Heidelberg : Springer, 2010. XX, 704 S.
ISBN 978-3-642-15765-3
(Communications in computer and information science; vol.101)
Abstract: This book constitutes the proceedings of the International Conference on Information and Communication Technologies held in Kochi, Kerala, India in September 2010.
Themenfeld: Wissensrepräsentation
LCSH: Computer science ; Computer Communication Networks ; Computer software ; Database management ; Data mining ; Information storage and retrieval systems ; Information systems
RSWK: Telekommunikationsnetz / Netzwerktopologie / Kongress / Cochin
DDC: 621.382 / DDC22ger ; 004.6 / DDC22ger
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4Aberer, K. et al.: ¬The Semantic Web : 6th International Semantic Web Conference, 2nd Asian Semantic Web Conference, ISWC 2007 + ASWC 2007, Busan, Korea, November 11-15, 2007 : proceedings.
Berlin : Springer, 2007. XXVII, 973 S.
ISBN 3-540-76297-3
(Lecture notes in computer science ; 4825)
Abstract: This book constitutes the refereed proceedings of the joint 6th International Semantic Web Conference, ISWC 2007, and the 2nd Asian Semantic Web Conference, ASWC 2007, held in Busan, Korea, in November 2007. The 50 revised full academic papers and 12 revised application papers presented together with 5 Semantic Web Challenge papers and 12 selected doctoral consortium articles were carefully reviewed and selected from a total of 257 submitted papers to the academic track and 29 to the applications track. The papers address all current issues in the field of the semantic Web, ranging from theoretical and foundational aspects to various applied topics such as management of semantic Web data, ontologies, semantic Web architecture, social semantic Web, as well as applications of the semantic Web. Short descriptions of the top five winning applications submitted to the Semantic Web Challenge competition conclude the volume.
Themenfeld: Semantic Web
LCSH: Semantic Web / Congresses ; Web site development / Congresses ; Knowledge management / Congresses ; Ontology / Congresses ; Artificial intelligence ; Computer Communication Networks ; Data mining ; Information systems ; Logic design ; Multimedia systems ; Computer Science ; Artificial Intelligence (incl. Robotics) ; Data Mining and Knowledge Discovery ; Information Systems Applications (incl.Internet) ; Logics and Meanings of Programs ; Multimedia Information Systems
RSWK: Semantic Web / Ontologie/ Kongress / Pusan <2007> (BVB) ; Semantic Web / Wissensmanagement / Kongress / Pusan <2007> (BVB) ; Semantic Web / Anwendungssystem / Kongress / Pusan <2007> (BVB) ; Semantic Web / Metadatenmodell / Data Mining / Ontologie/ Kongress / Pusan <2007> (BVB) ; Semantic Web / Kongress / Pusan <2007> (BVB)
BK: 54.65 / Webentwicklung / Webanwendungen ; 54.72 / Künstliche Intelligenz
DDC: 025.04 / dc22
LCC: TK5105.88815 .I89 2007
RVK: SS 4800 Informatik / Enzyklopädien und Handbücher. Kongreßberichte Schriftenreihe. Tafeln und Formelsammlungen / Schriftenreihen (indiv. Sign.) / Lecture notes in computer science
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5Gómez-Pérez, A. u. J. Euzenat (Hrsg.): ¬The Semantic Web : research and applications ; second European Semantic WebConference, ESWC 2005, Heraklion, Crete, Greece, May 29 - June 1, 2005 ; proceedings.
Berlin : Springer, 2005. XV, 728 S.
ISBN 978-3-540-26124-7
(Lecture Notes in Computer Science ; 3532)
Abstract: This book constitutes the refereed proceedings of the Second European Semantic Web Conference, ESWC 2005, heldin Heraklion, Crete, Greece in May/June 2005. The 48 revised full papers presented were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on semantic Web services, languages, ontologies, reasoning and querying, search and information retrieval, user and communities, natural language for the semantic Web, annotation tools, and semantic Web applications.
Themenfeld: Semantic Web ; Wissensrepräsentation
LCSH: Artificial intelligence ; Computer Communication Networks ; Information storage and retrieval systems ; Information systems ; Software engineering
RSWK: Semantic Web / Kongress / Iraklion <2005> ; Semantic Web / Ontologie/ Kongress / Iraklion <2005>
RVK: SS 4800