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Handbuch der Künstlichen Intelligenz (2003)
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Multimedia content and the Semantic Web : methods, standards, and tools (2005)
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- Classification
- 006.7 22
- Date
- 7. 3.2007 19:30:22
- DDC
- 006.7 22
- Editor
- Stamou, G. u. S. Kollias
- Footnote
- Rez. in: JASIST 58(2007) no.3, S.457-458 (A.M.A. Ahmad): "The concept of the semantic web has emerged because search engines and text-based searching are no longer adequate, as these approaches involve an extensive information retrieval process. The deployed searching and retrieving descriptors arc naturally subjective and their deployment is often restricted to the specific application domain for which the descriptors were configured. The new era of information technology imposes different kinds of requirements and challenges. Automatic extracted audiovisual features are required, as these features are more objective, domain-independent, and more native to audiovisual content. This book is a useful guide for researchers, experts, students, and practitioners; it is a very valuable reference and can lead them through their exploration and research in multimedia content and the semantic web. The book is well organized, and introduces the concept of the semantic web and multimedia content analysis to the reader through a logical sequence from standards and hypotheses through system examples, presenting relevant tools and methods. But in some chapters readers will need a good technical background to understand some of the details. Readers may attain sufficient knowledge here to start projects or research related to the book's theme; recent results and articles related to the active research area of integrating multimedia with semantic web technologies are included. This book includes full descriptions of approaches to specific problem domains such as content search, indexing, and retrieval. This book will be very useful to researchers in the multimedia content analysis field who wish to explore the benefits of emerging semantic web technologies in applying multimedia content approaches. The first part of the book covers the definition of the two basic terms multimedia content and semantic web. The Moving Picture Experts Group standards MPEG7 and MPEG21 are quoted extensively. In addition, the means of multimedia content description are elaborated upon and schematically drawn. This extensive description is introduced by authors who are actively involved in those standards and have been participating in the work of the International Organization for Standardization (ISO)/MPEG for many years. On the other hand, this results in bias against the ad hoc or nonstandard tools for multimedia description in favor of the standard approaches. This is a general book for multimedia content; more emphasis on the general multimedia description and extraction could be provided.
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- XXII, 392 S
- Type
- s
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Information visualization in data mining and knowledge discovery (2002)
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- Date
- 23. 3.2008 19:10:22
- Footnote
- Rez. in: JASIST 54(2003) no.9, S.905-906 (C.A. Badurek): "Visual approaches for knowledge discovery in very large databases are a prime research need for information scientists focused an extracting meaningful information from the ever growing stores of data from a variety of domains, including business, the geosciences, and satellite and medical imagery. This work presents a summary of research efforts in the fields of data mining, knowledge discovery, and data visualization with the goal of aiding the integration of research approaches and techniques from these major fields. The editors, leading computer scientists from academia and industry, present a collection of 32 papers from contributors who are incorporating visualization and data mining techniques through academic research as well application development in industry and government agencies. Information Visualization focuses upon techniques to enhance the natural abilities of humans to visually understand data, in particular, large-scale data sets. It is primarily concerned with developing interactive graphical representations to enable users to more intuitively make sense of multidimensional data as part of the data exploration process. It includes research from computer science, psychology, human-computer interaction, statistics, and information science. Knowledge Discovery in Databases (KDD) most often refers to the process of mining databases for previously unknown patterns and trends in data. Data mining refers to the particular computational methods or algorithms used in this process. The data mining research field is most related to computational advances in database theory, artificial intelligence and machine learning. This work compiles research summaries from these main research areas in order to provide "a reference work containing the collection of thoughts and ideas of noted researchers from the fields of data mining and data visualization" (p. 8). It addresses these areas in three main sections: the first an data visualization, the second an KDD and model visualization, and the last an using visualization in the knowledge discovery process. The seven chapters of Part One focus upon methodologies and successful techniques from the field of Data Visualization. Hoffman and Grinstein (Chapter 2) give a particularly good overview of the field of data visualization and its potential application to data mining. An introduction to the terminology of data visualization, relation to perceptual and cognitive science, and discussion of the major visualization display techniques are presented. Discussion and illustration explain the usefulness and proper context of such data visualization techniques as scatter plots, 2D and 3D isosurfaces, glyphs, parallel coordinates, and radial coordinate visualizations. Remaining chapters present the need for standardization of visualization methods, discussion of user requirements in the development of tools, and examples of using information visualization in addressing research problems.
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- xiii, 407 S
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- s
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Schöneburg, E.; Hansen, N.; Gawelczyk, A.: Neuronale Netzwerke : Einführung, Überblick, Anwendungsmöglichkeiten (1992)
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- Rez. in: Nachrichten für Dokumentation 44(1993) Nr.2, S.124-125
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- 227 S. + 1 Diskette (5,25")
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Handbook on ontologies (2004)
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- Staab, S. u. R. Studer
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- XV, 660 S
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Farkas, M.G.: Social software in libraries : building collaboration, communication, and community online (2007)
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- Rez. in: JASIST 59(1008) no.11, S.1866 (L.E. Harris)
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Social information retrieval systems : emerging technologies and applications for searching the Web effectively (2008)
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- Goh, D. u. S. Foo
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- Rez. in: JASIST 61(2010) no.12, S.2587-2588 (Gobinda Chowdhury)
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- XVIII, 375 S
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Schoenhoff, D.M.: ¬The barefoot expert : the interface of computerized knowledge systems and indigenous knowledge systems (1993)
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- Rez. in: JASIS 45(1994) no.3, S.220-221 (P. Wilson)
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Survey of text mining : clustering, classification, and retrieval (2004)
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Münkel, A. (Red.): Computer.Gehirn : was kann der Mensch? Was können die Computer? ; Begleitpublikation zur Sonderausstellung im Heinz-Nixdorf-MuseumsForum (2001)
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Hofstadter, D.R.; Fluid Analogies Group: ¬Die FARGonauten : über Analogie und Kreativität (1996)
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- Footnote
- Rez. in: Spektrum der Wissenschaft 1998, H.3, S.108-110 (T. Scheuer)
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Bibel, W.; Hölldobler, S.; Schaub, T.: Wissensrepräsentation und Inferenz : eine grundlegende Einführung (1993)
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¬The Semantic Web - ISWC 2010 : 9th International Semantic Web Conference, ISWC 2010, Shanghai, China, November 7-11, 2010, Revised Selected Papers, Part 2. (2010)
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Stuckenschmidt, H.: Ontologien : Konzepte, Technologien und Anwendungen (2009)
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Bechtolsheim, M. von: Agentensysteme : verteiltes Problemlösen mit Expertensystemen (1992)
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Hüsken, P.: Informationssuche im Semantic Web : Methoden des Information Retrieval für die Wissensrepräsentation (2006)
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Aberer, 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 (2007)
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Semantic digital libraries (2009)
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¬The Semantic Web - ISWC 2010 : 9th International Semantic Web Conference, ISWC 2010, Shanghai, China, November 7-11, 2010, Revised Selected Papers, Part I. (2010)
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