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A knowledge-based approach to semi-automatic annotation of multimedia documents via user adaptation
[article]
2004
arXiv
pre-print
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We propose that a user-model based approach is, therefore, necessary. ...
In this paper it is proposed that a more flexible architecture for annotation requires a knowledge component to allow for flexible search and navigation of the annotated material. ...
Conclusion In this paper we have presented a user-model and knowledge-based approach to semi-automatic annotation. ...
arXiv:cs/0410059v1
fatcat:vtej5qj7oncapdxlmdxkgvsrxq
M-Advantage
[chapter]
2005
IFIP International Federation for Information Processing
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For achieving this goal, it is proposed to carry out a tightly integrated research and development activities also in terms of the blend of research, technology, content and user partners involved. ...
The described activities strive at filling the gap in automatic processing of multimedia by creating an intelligent infrastructure allowing considerable productivity gains. ...
to semi-automatic and fully automatic media annotation. ...
doi:10.1007/0-387-29248-9_12
fatcat:vcmixkm3wbaepir22y27lbejlm
Bootstrapping Ontology Evolution with Multimedia Information Extraction
[chapter]
2011
Lecture Notes in Computer Science
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BOEMIE introduced a new approach towards the automation of knowledge acquisition from multimedia content. ...
Thus, in addition to annotating multimedia content with semantics, the extracted knowledge is used to expand our understanding of the domain and extract even more useful knowledge. ...
To reduce the manual annotation burden, VIA supports the automatic segmentation of a still image into regions and region-merging. ...
doi:10.1007/978-3-642-20795-2_1
fatcat:rnn442weubdrvhp2bzza6odaca
Semantic Web-Based Document: Editing and Browsing in AktiveDoc
[chapter]
2005
Lecture Notes in Computer Science
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Semantic Web technologies are used to support the production of ontology based annotations while the document is written. ...
Free text annotations (comments) can be added to integrate the knowledge in the document. ...
When working in a semi-automatic approach, the system learns from previous annotations how to suggest annotations while the document is edited. Again, the reference model is Melita's. ...
doi:10.1007/11431053_42
fatcat:thp3e57aabeebco4h3r7x4bqyu
Semantic Annotation for Knowledge Management: Requirements and a Survey of the State of the Art
2006
Social Science Research Network
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While much of a company's knowledge can be found in text repositories, current content management systems have limited capabilities for structuring and interpreting documents. ...
In this paper, we examine semantic annotation, identify a number of requirements, and review the current generation of semantic annotation systems. ...
Acknowledgements This work was funded by the Advanced Knowledge Technologies (AKT) Interdisciplinary Research Collaboration (IRC), the Designing Adaptive Information Extraction for Knowledge Management ...
doi:10.2139/ssrn.3199324
fatcat:s4kabxi2tzhr5hywjoruu3jpt4
Semantic annotation for knowledge management: Requirements and a survey of the state of the art
2006
Journal of Web Semantics
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While much of a company's knowledge can be found in text repositories, current content management systems have limited capabilities for structuring and interpreting documents. ...
In this paper, we examine semantic annotation, identify a number of requirements, and review the current generation of semantic annotation systems. ...
Acknowledgements This work was funded by the Advanced Knowledge Technologies (AKT) Interdisciplinary Research Collaboration (IRC), the Designing Adaptive Information Extraction for Knowledge Management ...
doi:10.1016/j.websem.2005.10.002
fatcat:r2bm35nnifdcbibp2phnvyuo4e
Automated Speech and Audio Analysis for Semantic Access to Multimedia
[chapter]
2006
Lecture Notes in Computer Science
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The deployment and integration of audio processing tools can enhance the semantic annotation of multimedia content, and as a consequence, improve the effectiveness of conceptual access tools. ...
This paper overviews the various ways in which automatic speech and audio analysis can contribute to increased granularity of automatically extracted metadata. ...
In order to demonstrate the added value of links that are automatically generated across media types via high level annotation, the linguistic annotations of the news items (either based on subtitles or ...
doi:10.1007/11930334_18
fatcat:gfextjrehbe27n4zz4utygzgny
Knowledge-based multimedia adaptation for ubiquitous multimedia consumption
2007
Journal of Network and Computer Applications
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Our approach both introduces declarative, knowledge-based technology into the involved multimedia communities and on the other hand broadens the application scope of Semantic Web Service technology in ...
First, the market continuously brings up new mobile end-user devices to which the content has to be adapted as these devices support different display formats and operate on various types of networks. ...
We would like to thank the reviewers for their valuable comments that helped us improving the paper. ...
doi:10.1016/j.jnca.2005.12.007
fatcat:ikjqrctn6vgghpxwqpv3yqeryy
Smart authoring and sharing of multimedia content in personal area networks based on Subject of Interest
2014
2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)
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Semantic web, and the increasing establishment of Linked Open Data (LOD) APIs, motivate us to introduce a new approach in multimedia content composition and sharing in personal area networks that automatically ...
The evolution of smart phones' hardware and operating systems, users tendency to join social networks and to share multimedia content and daily life events, well-established methods and technologies of ...
of annotations of media elements from high level semantics and low level attributes, and a semantic framework for multimedia composition, which is based on reasoning over domain knowledge. ...
doi:10.1109/icmew.2014.6890603
dblp:conf/icmcs/Abu-NaimK14
fatcat:ppjrvr4wlbgjxbpj5gjq52myha
Towards second and third generation web-based multimedia
2001
Proceedings of the tenth international conference on World Wide Web - WWW '01
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Multimedia document processing has a number of fundamentally different requirements from text which make it more difficult to incorporate within the document processing chain. ...
While text-based content on the Web is already rapidly approaching the third generation, multimedia content is still trying to catch up with second generation techniques. ...
Acknowledgements Part of the research described here has been funded by the European ITEA/RTIPA and the Dutch Dynamo and To-KeN2000 projects. ...
doi:10.1145/371920.372143
dblp:conf/www/OssenbruggenGCHR01
fatcat:2pnvzu3szjgstkfoaylpcri7i4
Context aware guidance for multimedia authoring: harmonizing domain and discourse knowledge
2006
Multimedia Systems
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of this work. ...
Finally, we wish to thank Jana Werner who designed the first prototype of the SampLe interface and provided most valuable insights into interaction design. ...
Our approach is explored in the design of a Semi-Automatic Multimedia Presentation authoring Environment (SampLe) [10] . ...
doi:10.1007/s00530-005-0003-z
fatcat:7htyjoio6nhsnntpt4f2i3ojey
An Ontology-based Personalized Retrieval Model Using Case Base Reasoning
2014
Procedia Computer Science
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users with alternative documents recommendations. ...
The proposed retrieval framework integrates the advantages of two methods, a content-based method (ontology) to represent data and a case-based method (CBR) to personalize the search process and to provide ...
Knowledge representation This step consists on the knowledge acquisition which relies on (semi-) automatic methods to transform unstructured, semi-structured and structured data source into instance data ...
doi:10.1016/j.procs.2014.08.101
fatcat:kjbhqwtxknb37myah2dkxzrppe
Video Annotation Through Search and Graph Reinforcement Mining
2010
IEEE transactions on multimedia
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Taking advantage of the repetitive nature of modern information and online media databases with independent annotation instances, we present an approach to automatically annotate multimedia documents that ...
These extended, filtered tags are also superior to a state-of-the-art semi-supervised technique for graph reinforcement learning on the initial user-supplied annotations. ...
ACKNOWLEDGMENT The authors would like to thank Dr. M. Wang and Dr. X.-S. Hua for their insightful discussions. ...
doi:10.1109/tmm.2010.2041101
fatcat:44tjupeczvam5pn7opzak4hm3u
Interlinking Multimedia: How to Apply Linked Data Principles to Multimedia Fragments
2009
The Web Conference
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In this paper, we introduce interlinking multimedia (iM), a pragmatic way to apply the linked data principles to fragments of multimedia items. ...
We finally present methods for enabling a widespread use of interlinking multimedia. ...
willingness to discuss the linked data principles, the definition of media fragments and more generally their adequacy within the Web architecture. ...
dblp:conf/www/HausenblasTBR09
fatcat:ipczw4mtvbg5pcorujb6s5rkti
The participation payoff
2010
Proceedings of the international conference on Multimedia information retrieval - MIR '10
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Community-derived information can be exploited to improve user access to multimedia. ...
Information arises within networked communities via connections among users and in the course of interactions between users and content. ...
Specifically, the goal of PetaMedia is to promote a new paradigm of multimedia research that is based on a triple synergy constituted by three information sources: • Annotations contributed by users (e.g ...
doi:10.1145/1743384.1743470
dblp:conf/mir/RamzanLDC10
fatcat:nhc6hjxcjvg5pidz3fufw556vm
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