Upgraded SemIndex Prototype Supporting Intelligent Database Keyword Queries through Disambiguation, Query as You Type, and Parallel Search Algorithms
| Autor: | Agma J. M. Traina, Joe Tekli, Caetano Traina, Carlos Arturo Raymundo Ibañez, Kokou Yetongnon, Christian Kallas, Richard Chbeir |
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| Přispěvatelé: | Lebanese American University (LAU), Laboratoire Informatique de l'Université de Pau et des Pays de l'Adour (LIUPPA), Université de Pau et des Pays de l'Adour (UPPA), Data Bases and Images Group (GBDI), Universidade de São Paulo (USP), Laboratoire d'Electronique, d'Informatique et d'Image [EA 7508] (Le2i), Université de Technologie de Belfort-Montbeliard (UTBM)-Université de Bourgogne (UB)-École Nationale Supérieure d'Arts et Métiers (ENSAM), Arts et Métiers Sciences et Technologies, HESAM Université (HESAM)-HESAM Université (HESAM)-Arts et Métiers Sciences et Technologies, HESAM Université (HESAM)-HESAM Université (HESAM)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement-Centre National de la Recherche Scientifique (CNRS), Universidad Peruana de Ciencias Aplicadas (Lima) (UPC), National Council for Scientific Research (CNRS-L) - Lebanon, Lebanese American Unviersity (LAU), Research Support Foundation of the State of Sao Paulo (FAPESP), MIVisBD_2017 |
| Rok vydání: | 2018 |
| Předmět: |
SQL
Computer science InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL 02 engineering and technology Inverted index Semantic network Semantic Network Textual Database Ranking (information retrieval) Search algorithm 020204 information systems 0202 electrical engineering electronic engineering information engineering Disambiguation [INFO]Computer Science [cs] Semantic Search Graphical user interface computer.programming_language business.industry Semantic search Semantic Queries XML Inverted Index 020201 artificial intelligence & image processing business Algorithm computer Intelligent database |
| Zdroj: | ICCC 2018 IEEE INTERNATIONAL CONFERENCE ON COGNITIVE COMPUTING (ICCC) 2018 IEEE International Conference on Cognitive Computing, ICCC 2018, San Francisco, CA, USA, July 2-7, 2018 2018 IEEE International Conference on Cognitive Computing, ICCC 2018, San Francisco, CA, USA, July 2-7, 2018, Jul 2018, San Francisco, CA, United States. pp.33-40, ⟨10.1109/ICCC.2018.00012⟩ |
| DOI: | 10.1109/iccc.2018.00012 |
| Popis: | International audience; This paper describes an upgraded version of the SemIndex prototype system for semantic-aware search in textual SQL databases. Semantic-aware querying has emerged as a required extension of the standard containment keyword-based query to meet user needs in textual databases and IR applications. Here, we build on top of Semindex, a semantic-aware inverted index previously developed by our team, to allow semantic-aware search, result selection, and result ranking functionality. Various weighting functions and intelligent search algorithms have been developed for that purpose and will be presented here. A graphical interface was also added to help end-users write and execute queries. Preliminary experiments highlight SemIndex querying effectiveness and efficiency, considering different querying algorithms, different semantic coverages, and a varying number of query keywords.This paper describes an upgraded version of the SemIndex prototype system for semantic-aware search in textual SQL databases. Semantic-aware querying has emerged as a required extension of the standard containment keyword-based query to meet user needs in textual databases and IR applications. Here, we build on top of Semindex, a semantic-aware inverted index previously developed by our team, to allow semantic-aware search, result selection, and result ranking functionality. Various weighting functions and intelligent search algorithms have been developed for that purpose and will be presented here. A graphical interface was also added to help end-users write and execute queries. Preliminary experiments highlight SemIndex querying effectiveness and efficiency, considering different querying algorithms, different semantic coverages, and a varying number of query keywords.Semantic Queries; Inverted Index; Semantic Network; Textual Database; Semantic Search; Disambiguation ;XML |
| Databáze: | OpenAIRE |
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