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Improving Semantic Search in Digital Libraries Using Multimedia Analysis

Ilianna Kollia, Yannis Kalantidis, Kostas Rapantzikos, Andreas Stafylopatis
2012 Journal of Multimedia  
Index Termssemantic search, content based search, digital libraries, multimedia analysis, europeana 2  ...  Semantic search of cultural content is of major importance in current digital libraries, such as in Europeana.  ...  Acknowledgment The authors wish to thank the Hellenic Ministry of Culture and Tourism for their assistance in working with the cultural content of the www.collections.culture.gr.  ... 
doi:10.4304/jmm.7.2.193-204 fatcat:2t6tgpkhrvfptd4mtgdha7bwc4

Trends in semantic and digital media technologies

Marcin Grzegorzek, Michael Granitzer, Stefan Rüger, Michael Sintek, Thierry Declerck, Massimo Romanelli
2012 Multimedia tools and applications  
of semantics in user queries and human interpretations of audiovisual data.  ...  The articles in this special issue can be grouped into following categories: Multimedia Analysis (Section 1), Multimedia Ontologies and Data Integration (Section 2), and Social Media and Retrieval (Section  ...  Rüger's research interests are firmly rooted in the area of automated multimedia understanding with a view to improving multimedia indexing, search and browsing in digital collections and beyond.  ... 
doi:10.1007/s11042-012-1106-0 fatcat:yq55y2d2ubfhxks4vzzdimtozm

Semantic Research for Digital Libraries

Hsinchun Chen
1999 D-Lib Magazine  
SEMANTIC ANALYSIS Several classes of techniques have been used for semantic analysis of texts or multimedia objects.  ...  various digital libraries, multimedia databases, and information science applications.  ... 
doi:10.1045/october99-chen fatcat:gxlv5znrxza2xmpcak7h4noway

Interoperable Content-based Access of Multimedia in Digital Libraries (invited talk)

John R. Smith
2000 DELOS Workshops / Conferences  
We describe how MPEG-7 can be used to enable interoperable content-based searching, indexing, filtering and browsing of multimedia in digital libraries.  ...  Recent academic and commercial efforts in digital libraries have demonstrated the significant potential for largescale, on-line search and retrieval of cataloged multimedia content.  ...  MPEG-7 Digital Libraries With the tremendous growth in digital image and video data, it is becoming increasingly important to effectively store, search and retrieve such data.  ... 
dblp:conf/delos/Smith00 fatcat:4khrusz3g5e4hegggp3kmaxe7y

Guest editorial introduction to the special issue on image and video processing for digital libraries

B.S. Manjunath, T. Huang, A.M. Teklap, H.J. Zhang
2000 IEEE Transactions on Image Processing  
We expect to see more work on issues such as indexing in high-dimensional feature spaces for efficient access to multimedia objects, and the use of adaptive mechanisms to tailor the digital libraries for  ...  Vasconcelos and Lippman use statistical models for characterizing structure and semantics in video sequences.  ... 
doi:10.1109/tip.2000.817594 pmid:18255368 fatcat:htotjzce7nhdbfws5a6xnlsgla

Content-Based Information Retrieval and Digital Libraries

Gary (Gang) Wan, Zao Liu
2008 Information Technology and Libraries  
Content-based information retrieval has been shown to be an effective way to search for the type of multimedia documents that are increasingly stored in digital libraries.  ...  This paper discusses the applications and importance of content-based information retrieval technology in digital libraries.  ...  In fact, some general digital libraries such as the National Science Digital Library (NSDL) and the Internet Public Library are widely known and used.  ... 
doi:10.6017/ital.v27i1.3262 fatcat:i2vcfkeewbge7dxg5jelkvzv7y

Lessons for the Future from a Decade of Informedia Video Analysis Research [chapter]

Alexander G. Hauptmann
2005 Lecture Notes in Computer Science  
The overarching goal of the Informedia Digital Video Library project has been to achieve machine understanding of video media, including all aspects of search, retrieval, visualization and summarization  ...  The fundamental "semantic gap" still exists, but there are a number of promising approaches to bridging it.  ...  The paper benefited tremendously from discussions at the March 2005 Dagstuhl Seminar on the future of multimedia and I would like to particularly thank Marcel Worring, Marc Davis, Lloyd Rutledge, Mubarak  ... 
doi:10.1007/11526346_1 fatcat:h5pd3twzwraxniomnqofh6qaxq

A Model of Media Information Management for Content Retrieval

Lin Liu
2014 International Journal of Multimedia and Ubiquitous Engineering  
The rapid development of digital library makes the multimedia information resources organization and management become a key issue to develop the digital library, and the multimedia information retrieval  ...  technology has become the core technology of the digital book data management, the existing multimedia retrieval model cannot effectively implement multimedia digital books data management.  ...  It is an application example that uses for digital library multimedia data content retrieval and displayed.  ... 
doi:10.14257/ijmue.2014.9.9.18 fatcat:2tftqohaabgtbmyed2ccebnmfa

IMKA

Ana B. Benitez, Shih-Fu Change, John R. Smith
2001 Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01  
We will demonstrate the process of constructing the MediaNet knowledge base and new ways of searching multimedia in the IMKA system by presenting the current implementation of the IMKA system that uses  ...  (e.g., Multimedia Thesaurus) by combining perceptual and semantic concepts in the same network and by supporting perceptual and semantic relationships among concepts exemplified by different media.  ...  Such knowledge tools are very useful in information retrieval. For example, queries can be restricted or expanded to resolve the ambiguity in the user's query and improve the final search results.  ... 
doi:10.1145/500141.500267 fatcat:6a2ffp4uqzcnzkoyazkaesariq

Sinus – A Semantic Technology Enhanced Environment For Learning In Humanities

Gennady Agre
2012 Cybernetics and Information Technologies  
The paper describes a semantic technology based environment intended for developing technology enhanced learning applications in humanitarian problem domains.  ...  heterogeneous repositories storing domain and pedagogical knowledge; the tool level contains a set of tools for processing different types of knowledge and the middleware layer is implemented as an extended search  ...  Acknowledgments: The work on this article was partially funded by the Bulgarian National Science Fund project D-002-189 SINUS "Semantic Technologies for Web Services and Technology Enhanced Learning".  ... 
doi:10.2478/cait-2012-0027 fatcat:3novoevlsnbs7nj62nhqoor2ry

A Survey of Metadata Research for Organizing the Web

Jane Hunter
2003 Library Trends  
, and assimilate information on the Internet through the use of metadata. .  ...  It provides the underlying foundation upon which digital asset management systems rely to provide fast, precise access to relevant resources across networks and between organizations.  ...  Streaming Media Search (Friskit, 2002) , and the Fossick Online Multimedia and Digital Image Search (Fossick, 2003) . 2.8.5 Cross-lingual Search Engznes.  ... 
dblp:journals/libt/Hunter03 fatcat:4jwkgwa3wrb7blhh5n36j22cce

Multimedia Queries in Digital Libraries [chapter]

Ilaria Bartolini, Marco Patella
2015 Data-Centric Systems and Applications  
The intrinsic complexity and diversity of data in Multimedia Digital Libraries (MDLs) require devising techniques and solutions that are inherently different from those usually adopted in traditional Information  ...  Finally, semantics should be also brought into context, in order to facilitate users' experience in querying, browsing, and consuming multimedia information.  ...  The use of semantic annotations, therefore, allows querying digital libraries using high-level semantic concepts, helping to bridge the semantic gap.  ... 
doi:10.1007/978-3-319-20062-0_15 fatcat:th4n2llxm5dcvavxm7i3b6blcm

The Semantic Hole: Enthusiasm and Caution Around MultiMedia Information Retrieval

Roberto Raieli
2012 Knowledge organization  
Roberto Raieli, graduated in Philosophy and in Library Science, with a PhD in Library and Information Science.  ...  He is Librarian at the Art Library of the Roma Tre University. and editorial staff member of the journal Bollettino AIB.  ...  ) in a paper prepared for a conference on digital libraries.  ... 
doi:10.5771/0943-7444-2012-1-13 fatcat:okkekpwtpbbkpnvwc7keglyhsa

Knowledge Organization Systems for the Representation of Multimedia Resources on the Web: A Comparative Analysis

Daniela Lucas da Silva Lemos, Renato Rocha Souza
2020 Knowledge organization  
The lack of standardization in the production, organization and dissemination of information in documentation centers and institutions alike, as a result from the digitization of collections and their  ...  and weaknesses, aiding efforts for semantic integration and enhancing the findability of available multimedia resources on the web.  ...  The digital library community uses metadata as an aid in cataloging and retrieving information in large collections of documents.  ... 
doi:10.5771/0943-7444-2020-4-300 fatcat:b3dwtajml5ae7bczt6vnal5kai

Information Retrieval in Digital Libraries: Bringing Search to the Net

B. R. Schatz
1997 Science  
The recent advent of World Wide Web searchers and digital libraries has rekindled popular interest in these issues.  ...  In the historical evolution of digital libraries, the mechanisms for retrieval of scientific literature have been particularly important.  ...  This trend will continue when semantic retrieval makes interactive analysis of digital libraries a fundamental part of scientific research.  ... 
doi:10.1126/science.275.5298.327 pmid:8994022 fatcat:tdnp7pgtmrfedkc6cbip7ickim
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