-------- Original-Nachricht -------- Betreff: [isworld] Call for Journal Papers: Special Issue Evaluation Aspects of Semantic Search Applications (IJMSO, ISSN:1744-2621) Datum: Thu, 16 Apr 2009 14:11:54 +0200 Von: Darijus Strasunskas darijuss@gmail.com Antwort an: Darijus Strasunskas darijuss@gmail.com An: AISWORLD Information Systems World Network isworld@lyris.isworld.org
apologies for cross-posting...
=================================================== Call for Journal Paper
Special Issue on
Evaluation Aspects of Semantic Search Applications <<<
http://folk.ntnu.no/dstrasun/ijmso-eassa/ of International Journal of Metadata, Semantics and Ontologies by Inderscience (ISSN: 1744-2621) http://www.inderscience.com/browse/index.php?journalCODE=ijmso
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CALL FOR JOURNAL PAPERS:
Nowadays, the Web is one of the dominant information sources for learning and acquiring new knowledge. However, finding the relevant information is still a huge challenge. To solve this problem, a significant research effort has been devoted to enhance linguistics and statistics based search by added semantics. In the recent years, many approached to semantic search have emerged. Ontologies are typically used by most of the approaches. Some approaches are relying on semantic annotations by adding additional metadata; some are enhancing clustering of retrieved documents according to topic or semantically enriching queries; some are developing powerful querying languages for ontology.
The progress and existing sparse evaluations of the semantic search tools offer a promising prospect to improve performance of traditional information retrieval (IR) systems. However, the results lack indications whether this improvement is optimal, causing difficulties to benchmark different semantic search systems. Yet, majority of IR evaluation methods is mainly based on relevance of retrieved information. While additional sophistication of the semantic search tools adds complexity on user interaction to reach improved results. Therefore, standard IR metrics as recall and precision do not suffice alone to measure user satisfaction because of complexity and efforts needed to use the semantic search systems. There is a need to investigate what ontology properties can even further enhance search performance, to assess whether this improvement comes at a cost of interaction simplicity and user satisfaction, etc.
Furthermore, evaluation methods based on recall and precision do not indicate the causes for variation in different retrieval results. There are many other factors that influence the performance of ontology-based information retrieval, such as query quality, ontology quality, complexity of user interaction, difficulty of a searching topic with respect to retrieval, indexing, searching, and ranking methods. The detail analysis on how these factors and their interactions affect a retrieval process can help to dramatically improve retrieval methods or processes.
From other hand, semantic search systems depend on correct information
specified in ontology at the appropriate level of granularity and precision. An important body of work already exists in ontology quality assessment field. However, most of ontology evaluation methods are generic quality evaluation frameworks, which do not take into account application of ontology. Therefore there is a need for task- and scenario-based quality assessment methods that, in this particular case, would target and optimize ontology quality for use in information retrieval systems.
In order to promote more efficient and effective ontology usage in IR, there is a need to contemplate on analysis of ontology quality- and value-added aspects for this domain, summarize use cases and identify best practices. Several issues have been put forward by the current research, like the workload for annotation, the scalability, and the balance between the express power and reasoning capability. An approach to holistic evaluation should assess both technological and economical performance viewpoints. An aspect of value creation by semantics-based systems is important to demonstrate that the benefits of the new technology will overwhelm the payout.
The aim of this special issue of the International Journal of Metadata, Semantics and Ontologies is to present new and challenging issues in semantic search and how the solutions can be evaluated, compared and systemised. Therefore, submissions dealing with ontology quality aspects and their impact on IR results, evaluation of usability of the semantic search systems, analysis of user behaviour, new evaluation methods enabling thorough and fine-grained analysis of semantic search technological and/or financial performance, etc. are strongly encouraged.
TOPICS:
Original and high quality submissions that focus on different evaluation aspects of semantic search are invited. The topics of interest are as follows:
- Evaluation of Semantic Search systems: * Evaluation of information retrieval efficiency and effectiveness * Scalability assessment * Assessment of annotation quality/labour-load * Evaluation and benchmarking techniques and datasets - Ontology quality aspects in Semantic Search: * Ontology quality evaluation * Ontology utility in semantic search * Ontology maintenance - Evaluation of human-computer interaction: * Query interpretation and refinement * User acceptance of semantic technology * Usability evaluation * Interaction modes in semantic search - Business value: * Ratio of semantics processing cost/ retrieval utility * Incentives for annotation and interaction * Costs of maintenance of semantic search solutions * Value of Information
SUBMISSIONS:
All submissions will be double-blind refereed. Submitted papers should not have been previously published nor be currently under consideration for publication elsewhere. (N.B. Conference papers may only be submitted if the paper was not originally copyrighted and if it has been completely re-written).
All papers are refereed through a peer review process. A guide for authors, sample copies and other relevant information for submitting papers are available on the Author Guidelines (http://www.inderscience.com/mapper.php?id=31) page.
You may send one copy in the form of an MS Word file attached to an e-mail (details in Author Guidelines) to:
eassa09@gmail.com <<<
with a copy to Editorial Office, email:
ijmso@inderscience.com <<<
GUEST EDITORS:
- Darijus Strasunskas (Dept. of Industrial Economics & Technology Management, NTNU, Norway) - Stein L. Tomassen (Dept. of Computer & Information Science, NTNU, Norway), - Jinghai Rao (AOL, China).
Contact at: >>> eassa09@gmail.com <<<
PROGRAM COMMITTEE:
- Xi Bai (University of Edinburgh, UK) - Terje Brasethvik (Bouvet, Norway) - Robert Engels (ESIS, Norway) - Jure Ferlez (Josef Stefan Institute, Slovenia) - Sari E. Hakkarainen (Finland) - Andreas Harth (DERI, Ireland) - Monika Lanzenberger (Vienna University of Technology, Austria) - Kin Fun Li (University of Victoria, Canada) - Federica Mandreoli (University of Modena e Reggio Emilia, Italy) - Gabor Nagypal (disy Informationssysteme GmbH, Germany) - Iadh Ounis (University of Glasgow, UK) - Marta Sabou (The Open University, UK) - Sergej Sizov (University of Koblenz-Landau, Germany) - Amanda Spink (Queensland Univ. of Technology, Australia) - Peter Spyns (Vrije Universiteit Brussel, Belgium) - Heiko Stoermer (University of Trento, Italy) - Nenad Stojanovic (FZI Karlsruhe, Germany) - Victoria Uren (The Open University, UK) - Csaba Veres (University of Bergen, Norway)
DATES:
May 17, 2009 Submission of abstracts May 31, 2009 Full paper submission August 15, 2009 Notification about acceptance/rejection September 27, 2009 Submission of revised version November 15, 2009 Final camera-ready submission First half of 2010 Publication
FURTHER INFORMATION:
http://folk.idi.ntnu.no/dstrasun/ijmso-eassa/ eassa09@gmail.com
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