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Learning and inferencing in user ontology for personalized Semantic Web search
2009
Information Sciences
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In this paper, we present an ontology based user model, called user ontology, for providing personalized information service in the Semantic Web. ...
Specifically, we present a set of statistical methods to learn a user ontology from a given domain ontology and a spreading activation procedure for inferencing in the user ontology. ...
The authors would like to thank the anonymous reviewers for providing many invaluable comments to the previous versions of the paper. ...
doi:10.1016/j.ins.2009.04.005
fatcat:wzmskbj5sjdr7plf55xqnm2n5a
Learning and inferencing in user ontology for personalized semantic web services
2006
Proceedings of the 15th international conference on World Wide Web - WWW '06
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Specifically, we adopt a statistical approach to learning a semantic-based user ontology model from domain ontology and a spreading activation procedure for inferencing in the user ontology model. ...
We apply the methods of learning and exploiting user ontology to a semantic search engine for finding academic publications. ...
We further incorporate the proposed user ontology model and the SAT [1] based inferencing procedure into a semantic search engine for searching academic publications. ...
doi:10.1145/1135777.1136018
dblp:conf/www/JiangT06a
fatcat:7h5riojirjgm7gfpssts5umhny
SEAL — A Framework for Developing SEmantic Web PortALs
[chapter]
2001
Lecture Notes in Computer Science
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Hence, web sites may feed directly from the Semantic Web exploiting the underlying structures for human and machine access. We have developed a generic approach for developing semantic portals, viz. ...
In this paper, we discuss the role that semantic structures make for establishing communication between different agents in general. ...
Research for this paper was partially financed by Ontoprise GmbH, Karlsruhe, Germany, by US Air Force in the DARPA DAML project "OntoAgents", by EU in the IST-1999-10132 project "On-To-Knowledge" and by ...
doi:10.1007/3-540-45754-2_1
fatcat:s2f46rdq65fojhdpgu3piggytq
SEAL
2001
Proceedings of the international conference on Knowledge capture - K-CAP 2001
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Hence, web sites may feed directly from the Semantic Web exploiting the underlying structures for human and machine access. We have developed a generic approach for developing semantic portals, viz. ...
In this paper, we discuss the role that semantic structures make for establishing communication between different agents in general. ...
Research for this paper was partially financed by Ontoprise GmbH, Karlsruhe, Germany, by US Air Force in the DARPA DAML project "OntoAgents", by EU in the IST-1999-10132 project "On-To-Knowledge" and by ...
doi:10.1145/500737.500762
dblp:conf/kcap/StojanovicMSSS01
fatcat:nssu6age4rcx3ohtyjat7exiiu
MultiMedia Metadata Management: a Proposal for an Infrastructure
2006
Semantic Web Applications and Perspectives
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This infrastructure enables the collection, analysis and integration of media for semantic annotation, search and retrieval. ...
In this paper we discuss the independent units that are used within the infrastructure and the semantic web technologies that are being used to support them. ...
.), an upper ontology also provides a basis for semantic interoperability and the development of services based on deductive inferencing. ...
dblp:conf/swap/AsirelliLMS06
fatcat:lg6vjmwrtngw3kbryz2qo2l6ea
The Design of Intelligence for the Management of Personal Multimedia Content
2006
International Conference on Semantics and Digital Media Technologies
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In this paper we review part of the approach taken by aceMedia to create semantic metadata (ontologies) and use of this to enable more appropriate search and matching and managing of content. ...
However, there is further benefit the end user can gain from this semantic metadata and this is from adding intelligence in the software. ...
management via knowledge technologies and developments in the semantic web. ...
dblp:conf/samt/CharltonT06
fatcat:7nx7nhp2ujc33ihy4kdb7bokly
Semantic Personalisation in Networked Media: Determining the Background Knowledge
2012
2012 Seventh International Workshop on Semantic and Social Media Adaptation and Personalization
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This paper examines the requirements and argues about the features that an ontological knowledge base should encompass in order to represent semantic information pertinent to a user and suitable for context-aware ...
It explores existing formal ontologies suitable to represent user characteristics and the diverse information in digital media, as well as the opportunities and shortcomings that linked open data vocabularies ...
Semantic Web. ...
doi:10.1109/smap.2012.10
dblp:conf/smap/TsatsouMK12
fatcat:pr237hw7ezd7flxertjf4wiofa
Tools and Technologies for Architecture Knowledge Management
[chapter]
2009
Software Architecture Knowledge Management
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In this chapter, we survey the existing tool support and related technologies for different architecture knowledge management strategies, and present them according to the use cases they offer. ...
Both tools and technologies cover a wide number of potential use cases for architecture knowledge management. ...
text mining for the elicitation of user interests about AK, and ontology inferencing for the enrichment of AK. ...
doi:10.1007/978-3-642-02374-3_6
fatcat:m2bob7q3m5fhfm5n4t36zb4age
Study and Review of Recent Trends in Semantic Web
2017
International Journal of Advanced Research in Computer Science and Software Engineering
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Now a days there is an exponential rise in the amount of Information in the World Wide Web and there is a need for a much efficient algorithm for Web Search. ...
In this paper we will study and review the recent trends in the semantic web domain. ...
Semantic and Web Intersection: The Pioneers Approach: In this approach, the pioneers' envisioned the use of Semantic Web where, inferencing is a major aspect. ...
doi:10.23956/ijarcsse/v7i6/0273
fatcat:qk3o3ihlynhlrcvtyjhfupqxd4
IISWS: Integrative Intelligent System for a Multi-Domain Diversified Semantic Search
2021
International Semantic Intelligence Conference
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The approach integrates classification, Synonymization, Intertwining with RDF, and a cognizable semantic similarity model for recommendation of queries and thereby the user relevant web pages with the ...
Knowledge-Driven Web-based recommendation systems are required to reduce the cognitive gap between the user query and the recommendable contents. ...
In [8] [9] [10] [11] Deepak et al., have incorporated several intelligent semantics paradigms in combination with ontologies for recommending web contents in web search and personalization. ...
dblp:conf/isic2/DeepakA21
fatcat:zfcwsr744vhcrnxvncn5nsme2m
Using Linked Data to Annotate and Search Educational Video Resources for Supporting Distance Learning
2012
IEEE Transactions on Learning Technologies
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Multimedia educational resources play an important role in education, particularly for distance learning environments. ...
It is crucial to explore, share, reuse, and link these educational resources for better e-learning experiences. ...
ACKNOWLEDGMENTS This research was partly funded by the European Commission's 7th Framework Program SOA4ALL project, NoTube project, and the Open University's Semantic Media Group. ...
doi:10.1109/tlt.2012.1
fatcat:ahst5qk6ibg2jekd5ykbgvwy5u
An Ontology-Based Framework for Modeling User Behavior—A Case Study in Knowledge Management
2011
IEEE transactions on systems, man and cybernetics. Part A. Systems and humans
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The paper discusses some of the implications of ontology-based user modeling for semantic-enhanced Knowledge Management (KM), and in particular for personal KM. ...
This article focuses on the role of user modeling and semantic-enhanced representations for personalization. ...
Semantic web and ontologies may be a catalyst for learning organizations where ontology-based competency management plays a central role [27] . ...
doi:10.1109/tsmca.2011.2132712
fatcat:stzl62laozebpaqxzb7tdngfuu
Semantic Annotation and Search for Educational Resources Supporting Distance Learning
English
2014
International Journal of Engineering Trends and Technoloy
English
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2014 pre-print arXiv:1403.0068v1 fatcat:7by7wu7o3vgdlprktfgq74wilq
Multimedia educational resources play an important role in education, particularly for distance learning environments. ...
It is crucial to explore, share, reuse, and link these educational resources for better e-learning experiences. ...
The annotation inferencing process uses the tree-structure advantages of the ontology-based semantic annotations. ...
doi:10.14445/22315381/ijett-v8p252
fatcat:c4avcx7dpvfg7jhnapowfnoqau
Semantic Metadata for Creating and Describing Educational Resources
2011
International Journal of Computer Applications
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In this paper we propose an approach that allows us to extract and annotate these resources in order to store them into Learning Object Repository (LOR). ...
The users can search ERs through this LOR from different points of view, especially educational type and domain topic. This LOR follows an adaptive research according to the user preferences. ...
Semantic web offers a theory frame for the e-Learning resources sharing, alternation and intelligence. ...
doi:10.5120/2390-3169
fatcat:hoxmc3dakjfgpb5lukjqer3hza
Provenance Explorer-a graphical interface for constructing scientific publication packages from provenance trails
2007
International Journal on Digital Libraries
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into an RDF package which can be uploaded to an archive or repository for publication or e-learning. ...
The provenance relationships between the individual components in the package are automatically inferred using a rules-based inferencing engine. ...
By basing the system on underlying semantic web technologies (including RDF, OWL, SWRL and the Algernon inferencing engine) it has been quick to implement, has greater flexibility and adaptability and ...
doi:10.1007/s00799-007-0018-5
fatcat:fsdwshds4bgxtbqzgn2d64wfmy
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