View-Based Search Interfaces for the Semantic Web

This thesis explores the possibilities of using the view-based search paradigm to create intelligent search interfaces on the Semantic Web. After surveying several current semantic search techniques, the view-based search paradigm is explained, and argued to fit in a valuable niche in the field. To test the argument, OntoViews, a semantic view-based search portal creation tool was designed and implemented, and eight portals with five vastly different user interfaces were built using it. Based on the results of these experiments, this thesis argues that the paradigm, particularly as implemented in the OntoViews tool provides a strong, extensible and flexible base on which to built semantic search applications. The particular problems faced in applying view-based search for semantic interfaces are noted, along with explanations on how they were solved in the OntoViews architecture. Finally, directions and ideas for future research are presented for both the paradigm and the implementation architecture, respectively. Työn nimi — Arbetets titel — Title Oppiaine — Läroämne — Subject Työn laji — Arbetets art — Level Aika — Datum — Month and year Sivumäärä — Sidoantal — Number of pages Tiivistelmä — Referat — Abstract Avainsanat — Nyckelord — Keywords Säilytyspaikka — Förvaringsställe — Where deposited Muita tietoja — övriga uppgifter — Additional information

[1]  A. S. Pollitt The key role of classification and indexing in view-based searching , 1998 .

[2]  C. Fellbaum An Electronic Lexical Database , 1998 .

[3]  Rada Mihalcea,et al.  Using WordNet and Lexical Operators to Improve Internet Searches , 2000, IEEE Internet Comput..

[4]  William W. Cohen,et al.  Next Generation Web Search : Setting Our Sites , 2000 .

[5]  Adam Pease,et al.  Towards a standard upper ontology , 2001, FOIS.

[6]  Steffen Staab,et al.  SEAL - A Framework for Developing SEmantic Web PortALs , 2001, BNCOD.

[7]  Marti A. Hearst,et al.  Flexible Search and Navigation using Faceted Metadata , 2002 .

[8]  Eero Hyvönen,et al.  Towards the Semantic Web and Web Services - Proceedings of the XML Finland 2002 Conference , 2002 .

[9]  Adam Pease,et al.  The Suggested Upper Merged Ontology: A Large Ontology for the Semantic Web and its Applic ations , 2002 .

[10]  Marti A. Hearst,et al.  Finding the flow in web site search , 2002, CACM.

[11]  Abigail Sellen,et al.  How knowledge workers use the web , 2002, CHI.

[12]  Deborah L. McGuinness,et al.  Wine Agent: Semantic Web Testbed Application , 2003, Description Logics.

[13]  Amit P. Sheth,et al.  Ρ-Queries: enabling querying for semantic associations on the semantic web , 2003, WWW '03.

[14]  Tiziana Catarci,et al.  An Ontology Based Visual Tool for Query Formulation Support , 2004, OTM Workshops.

[15]  Asunción Gómez-Pérez,et al.  ODESeW. Automatic Generation of Knowledge Portals for Intranets and Extranets , 2003, SEMWEB.

[16]  David R. Karger,et al.  Haystack: A Platform for Authoring End User Semantic Web Applications , 2003, WWW.

[17]  Ramanathan V. Guha,et al.  Semantic search , 2003, WWW '03.

[18]  David R. Karger,et al.  User Interfaces for Supporting Multiple Categorization , 2003, INTERACT.

[19]  Jon Hasselgren,et al.  HMS: A Predictive Text Entry Method Using Bigrams , 2003 .

[20]  Pasi Tyrväinen,et al.  Bridging the Word Disambiguation Gap with the Help of OWL and Semantic Web Ontologies , 2003 .

[21]  Kevin Li,et al.  Faceted metadata for image search and browsing , 2003, CHI '03.

[22]  David Parry,et al.  A fuzzy ontology for medical document retrieval , 2004, ACSW.

[23]  Samppa Saarela Näkymäpohjainen RDF-haku , 2004 .

[24]  Mark S. Ackerman,et al.  The perfect search engine is not enough: a study of orienteering behavior in directed search , 2004, CHI.

[25]  Eero Hyvönen,et al.  Application of Ontology Techniques to View-Based Semantic Search and Browsing , 2004, ESWS.

[26]  Daniel Schwabe,et al.  A hybrid approach for searching in the semantic web , 2004, WWW '04.

[27]  Dave Reynolds,et al.  Semantic information portals , 2004, WWW Alt. '04.

[28]  Jaana Kekäläinen,et al.  CIRI-An Ontology-based Query Interface for Text Retrieval , 2004 .

[29]  Ian Horrocks,et al.  OWL-QL - a language for deductive query answering on the Semantic Web , 2004, J. Web Semant..

[30]  Eero Hyvönen,et al.  Annotation of Heterogeneous Database Content for the Semantic Web , 2004, SemAnnot@ISWC.

[31]  Allan Terry,et al.  The MILO: A General-purpose, Mid-level Ontology , 2004, IKE.

[32]  Lipika Dey,et al.  A Framework for Extending Fuzzy Description Logic to Ontology Based Document Processing , 2004, AWIC.

[33]  Vassilis Christophides,et al.  Generating On the Fly Queries for the Semantic Web: The ICS-FORTH Graphical RQL Interface (GRQL) , 2004, SEMWEB.

[34]  Dan Brickley,et al.  Rdf vocabulary description language 1.0 : Rdf schema , 2004 .

[35]  Gary Marchionini,et al.  Evaluation and evolution of a browse and search interface: relation browser , 2005, DG.O.

[36]  Eero Hyvönen,et al.  Semantic Yellow Page Service Discovery: The Veturi Portal , 2005 .

[37]  Paolo Rosso,et al.  A WordNet-based Query Expansion Method for Geographical Information Retrieval , 2005, CLEF.

[38]  Yin Yang,et al.  An enhanced model for searching in semantic portals , 2005, WWW '05.

[39]  Eero Hyvönen,et al.  A tool for collaborative ontology development for the Semantic Web , 2005, Dublin Core Conference.

[40]  Eero Hyvönen,et al.  MuseumFinland - Finnish museums on the semantic web , 2005, J. Web Semant..

[41]  Eero Hyvönen,et al.  Semantic E-government Portals - A Case Study , 2005 .

[42]  Mark D. Dunlop,et al.  Predictive text entry methods for mobile phones , 2000, Personal Technologies.

[43]  David R. Karger,et al.  Semantic Web Applications , 2005 .

[44]  Dietmar F. Rösner,et al.  Clever Search: A WordNet Based Wrapper for Internet Search Engines , 2005, ArXiv.

[45]  David R. Karger,et al.  Haystack: A General-Purpose Information Management Tool for End Users Based on Semistructured Data , 2005, CIDR.

[46]  Eero Hyvönen,et al.  Semantic Autocompletion , 2006, ASWC.

[47]  Eero Hyvönen,et al.  Modeling and Reasoning About Changes in Ontology Time Series , 2007, Ontologies.