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A knowledge-based approach to semi-automatic annotation of multimedia documents via user adaptation [article]

Afzal Ballim, Nastaran Fatemi, Hatem Ghorbel, Vincenzo Pallotta
2004 arXiv   pre-print
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]

Andrea de Polo
2005 IFIP International Federation for Information Processing  
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]

Georgios Paliouras, Constantine D. Spyropoulos, George Tsatsaronis
2011 Lecture Notes in Computer Science  
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]

Vitaveska Lanfranchi, Fabio Ciravegna, Daniela Petrelli
2005 Lecture Notes in Computer Science  
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

Victoria Uren, Philipp Cimiano, Jose Iria, Siegfried Handschuh, Maria Vargas-Vera, Enrico Motta, Fabio Ciravegna
2006 Social Science Research Network  
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

Victoria Uren, Philipp Cimiano, José Iria, Siegfried Handschuh, Maria Vargas-Vera, Enrico Motta, Fabio Ciravegna
2006 Journal of Web Semantics  
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]

Franciska de Jong, Roeland Ordelman, Marijn Huijbregts
2006 Lecture Notes in Computer Science  
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

Dietmar Jannach, Klaus Leopold
2007 Journal of Network and Computer Applications  
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

Belal Abu-Naim, Wolfgang Klas
2014 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)  
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

Jacco van Ossenbruggen, Joost Geurts, Frank Cornelissen, Lynda Hardman, Lloyd Rutledge
2001 Proceedings of the tenth international conference on World Wide Web - WWW '01  
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

Kateryna Falkovych, Frank Nack
2006 Multimedia Systems  
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

Amir Zidi, Amna Bouhana, Mourad Abed, Afef Fekih
2014 Procedia Computer Science  
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

E. Moxley, Tao Mei, B.S. Manjunath
2010 IEEE transactions on multimedia  
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

Michael Hausenblas, Raphaël Troncy, Tobias Bürger, Yves Raimond
2009 The Web Conference  
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

Naeem Ramzan, Martha Larson, Frédéric Dufaux, Kai Clüver
2010 Proceedings of the international conference on Multimedia information retrieval - MIR '10  
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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