skip to main content
10.1145/1088622.1088633acmconferencesArticle/Chapter ViewAbstractPublication Pagesk-capConference Proceedingsconference-collections
Article

Ontology ranking based on the analysis of concept structures

Published: 02 October 2005 Publication History

Abstract

In view of the need to provide tools to facilitate the re-use of existing knowledge structures such as ontologies, we present in this paper a system, AKTiveRank, for the ranking of ontologies. AKTiveRank uses as input the search terms provided by a knowledge engineer and, using the output of an ontology search engine, ranks the ontologies. We apply a number of metrics in an attempt to investigate their appropriateness for ranking ontologies, and compare the results with a questionnaire-based human study. Our results show that AKTiveRank will have great utility although there is potential for improvement.

References

[1]
R. Angles and C. Gutierrez. Querying rdf data from a graph database perspective. In Proc. of 2nd European Semantic Web conference, ESWC, pages 346--360, Crete, 2005.
[2]
C. Brewster, H. Alani, S. Dasmahapatra, and Y. Wilks. Data driven ontology evaluation. In Int. Conf. on Language Resources and Evaluation, Lisbon, Portugal, 2004.
[3]
L. Ding, T. Finin, A. Joshi, R. Pan, R. S. Cost, Y. Peng, P. Reddivari, V. C. Doshi, and J. Sachs. Swoogle: A semantic web search and metadata engine. In Proc. 13th ACM Conf. on Information and Knowledge Management, Nov. 2004.
[4]
C. Halascheck, B. Aleman-Meza, B. I. Arpinar, and A. P. Sheth. Discovering and ranking semantic associations over a large rdf metabase. In Proc. 30th Very Large DataBases Conf (VLDB'04), Toronto, Canada, 2004.
[5]
C. B. Jones, H. Alani, and D. Tudhope. Geographical Terminology Servers: Closing the Semantic Divide, chapter 11, pages 201--218. Perspectives on Geographic Information Science. M. Duckham, M.F.Goodchild and M.F.Worboys (edt.), Taylor and Francis, 2002.
[6]
P. Lord, R. Stevens, A. Brass, and C. Goble. Semantic similarity measures as tools for exploring the gene ontology. In Proc. Pacific Symposium on Biocomputing, 2003.
[7]
A. Maedche and S. Staab. Measuring similarity between ontologies. In Proceedings of the European Conference on Knowledge Acquisition and Management (EKAW), pages 251--263, Madrid, Spain, 2002. Springer.
[8]
L. Page, S. Brin, R. Motwani, and T. Winograd. The pagerank citation ranking: Bringing order to the web. Technical report, Stanford Uni., 1999.
[9]
C. Patel, K. Supekar, Y. Lee, and E. Park. Ontokhoj: A semantic web portal for ontology searching, ranking, and classification. In Proc. 5th ACM Int. Workshop on Web Information and Data Management, pages 58--61, New Orleans, Louisiana, USA, 2003.
[10]
M. Quillian. Semantic Memory. In M. Minsky (ed.), Semantic Information Processing, MIT Press, Cambridge, MA., 1968.
[11]
R. Rada, H. Mili, E. Bicknell, and M. Blettner. Development and application of a metric on semantic nets. IEEE Transactions on Systems Management and Cybernetics, 19(1):17--30, 1989.
[12]
P. Resnik. Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research, 11:95--130, 1999.
[13]
E. Rosch. Principles of Categorization. in E. Rosch and B. B. Lloyd editors. Cognition and Categorization, Lawrence Erlbaum, Hillsdale, New Jersey, 1978.
[14]
D. Skuce. Conventions for reaching agreement on shared ontologies. In Proc. 9th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop, Banff Conference Centre, Banff, Alberta, Canada, 1995.
[15]
N. Stovanovic, R. Studer, and L. Stovanovic. An approach for the ranking of query results in the semantic web. In Proc. 2nd Int. Semantic Web Conf. (ISWC03), pages 500--516, Sanibel Island, FL, USA, 2003.
[16]
Y. Sure, G.-P. Gomez-Perez, W. Daelemans, M.-L. Reinberger, N. Guarino, and N. F. Noy. Why evaluate ontology technologies? because it works! IEEE Intelligent Systems, 19(4):74--81, 2004.
[17]
A. Tversky. Features of similarity. Psychological Review, 84(4), 1977.
[18]
M. Uschold and M. Gruninger. Ontologies and semantics for seamless connectivity. SIGMOD Record, 33(4), 2004.
[19]
P. C. Weinstein and W. P. Birmingham. Comparing concepts in differentiated ontologies. In Proc. 12th Workshop on Knowledge Acquisition, Modeling and Management (KAW' 99), Banff, Alberta, Canada, 1999.
[20]
Y. Zhang, W. Vasconcelos, and D. Sleeman. Ontosearch: An ontology search engine. In Proc. 24th SGAI Int. Conf. on Innovative Techniques and Applications of Artifial Intelligence, Cambridge, UK, 2004.

Cited By

View all
  • (2023)Application of Genetic Algorithm for Complexity Metrics-Based Classification of Ontologies with ELECTRE TriPan-African Artificial Intelligence and Smart Systems10.1007/978-3-031-25271-6_9(135-146)Online publication date: 21-Feb-2023
  • (2022)An Enhanced ELECTRE II Method for Multi-Attribute Ontology Ranking with Z-Numbers and Probabilistic Linguistic Term SetFuture Internet10.3390/fi1410027114:10(271)Online publication date: 21-Sep-2022
  • (2022)A Framework for the Evaluation of the Cultural Heritage Information OntologyApplied Sciences10.3390/app1202079512:2(795)Online publication date: 13-Jan-2022
  • Show More Cited By

Index Terms

  1. Ontology ranking based on the analysis of concept structures

      Recommendations

      Comments

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      K-CAP '05: Proceedings of the 3rd international conference on Knowledge capture
      October 2005
      234 pages
      ISBN:1595931635
      DOI:10.1145/1088622
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 02 October 2005

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. ontology analysis
      2. ontology ranking
      3. ranking techniques
      4. semantic similarity

      Qualifiers

      • Article

      Conference

      K-Cap05
      Sponsor:

      Acceptance Rates

      Overall Acceptance Rate 55 of 198 submissions, 28%

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)3
      • Downloads (Last 6 weeks)0
      Reflects downloads up to 15 Sep 2024

      Other Metrics

      Citations

      Cited By

      View all
      • (2023)Application of Genetic Algorithm for Complexity Metrics-Based Classification of Ontologies with ELECTRE TriPan-African Artificial Intelligence and Smart Systems10.1007/978-3-031-25271-6_9(135-146)Online publication date: 21-Feb-2023
      • (2022)An Enhanced ELECTRE II Method for Multi-Attribute Ontology Ranking with Z-Numbers and Probabilistic Linguistic Term SetFuture Internet10.3390/fi1410027114:10(271)Online publication date: 21-Sep-2022
      • (2022)A Framework for the Evaluation of the Cultural Heritage Information OntologyApplied Sciences10.3390/app1202079512:2(795)Online publication date: 13-Jan-2022
      • (2022)A Multi-Criteria Decision-Making Approach to Ontology Ranking with ELECTRE II and IV2022 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD)10.1109/icABCD54961.2022.9856133(1-9)Online publication date: 4-Aug-2022
      • (2022)Comparative Ranking of Ontologies with ELECTRE Family of Multi-criteria Decision-Making AlgorithmsInformation Integration and Web Intelligence10.1007/978-3-031-21047-1_23(269-281)Online publication date: 20-Nov-2022
      • (2021)The Relation between the Combination Levels in the Structure of Concepts Entities and the Amount of Semantic Relations in Improving Information Retrieval Performance in UN, FAO’s Agricultural OntologyIranian Journal of Information Processing and Management10.52547/jipm.36.4.111336:4(1113-1136)Online publication date: 1-Jul-2021
      • (2020)Semantic Search Enhanced with Rating ScoresFuture Internet10.3390/fi1204006712:4(67)Online publication date: 15-Apr-2020
      • (2020)STRUCTURAL ANALYSIS OF SEMANTIC RELATIONS REGARDING INTEGRATION AND ASSOCIATION OF SEMANTIC NETWORK IN VOCBENCH AS AN AGRICULTURAL ONTOLOGYInternational Journal of Engineering Technologies and Management Research10.29121/ijetmr.v6.i5.2019.3716:5(41-57)Online publication date: 25-Mar-2020
      • (2019)Building Chatbot ThesaurusDeveloping Enterprise Chatbots10.1007/978-3-030-04299-8_8(221-252)Online publication date: 5-Apr-2019
      • (2018)Analysis of Ontology NetworksComplex Networks in Software, Knowledge, and Social Systems10.1007/978-3-319-91196-0_4(143-175)Online publication date: 11-May-2018
      • Show More Cited By

      View Options

      Get Access

      Login options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media