SemIndex: Semantic-Aware Inverted Index
This paper focuses on the important problem of semantic-aware search in textual (structured, semi-structured, NoSQL) databases. This problem has emerged as a required extension of the standard containment keyword based query to meet user needs in textual databases and IR applications. We provide her...
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| Format: | conferenceObject |
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2017
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| Online Access: | http://hdl.handle.net/10725/5875 http://dx.doi.org/10.1007/978-3-319-10933-6_22 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://link.springer.com/chapter/10.1007/978-3-319-10933-6_22 |
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| _version_ | 1864513478174179328 |
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| author | Chbeir, Richard |
| author2 | Luo, Yi Tekli, Joe Yetongnon, Kokou Ibanez, Carlos Raymundo Traina, Agma J.M. Traina, Caeteno Jr. Al Assad, Marc |
| author2_role | author author author author author author author |
| author_facet | Chbeir, Richard Luo, Yi Tekli, Joe Yetongnon, Kokou Ibanez, Carlos Raymundo Traina, Agma J.M. Traina, Caeteno Jr. Al Assad, Marc |
| author_role | author |
| dc.creator.none.fl_str_mv | Chbeir, Richard Luo, Yi Tekli, Joe Yetongnon, Kokou Ibanez, Carlos Raymundo Traina, Agma J.M. Traina, Caeteno Jr. Al Assad, Marc |
| dc.date.none.fl_str_mv | 2017-07-05T08:44:48Z 2017-07-05T08:44:48Z 2017-07-05 |
| dc.identifier.none.fl_str_mv | 9783319109329 http://hdl.handle.net/10725/5875 http://dx.doi.org/10.1007/978-3-319-10933-6_22 Chbeir, R., Luo, Y., Tekli, J., Yetongnon, K., Ibañez, C. R., Traina, A. J., ... & Al Assad, M. (2014). SemIndex: Semantic-aware inverted index. In Advances in Databases and Information Systems: 18th East European Conference, ADBIS 2014, Ohrid, Macedonia, September 7-10, 2014. Proceedings 18 (pp. 290-307). Springer International Publishing. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://link.springer.com/chapter/10.1007/978-3-319-10933-6_22 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | Springer |
| dc.relation.none.fl_str_mv | Lecture Notes in Computer Science 8716 |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.title.none.fl_str_mv | SemIndex: Semantic-Aware Inverted Index |
| dc.type.none.fl_str_mv | Conference Paper / Proceeding info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject |
| description | This paper focuses on the important problem of semantic-aware search in textual (structured, semi-structured, NoSQL) databases. This problem has emerged as a required extension of the standard containment keyword based query to meet user needs in textual databases and IR applications. We provide here a new approach, called SemIndex, that extends the standard inverted index by constructing a tight coupling inverted index graph that combines two main resources: a general purpose semantic network, and a standard inverted index on a collection of textual data. We also provide an extended query model and related processing algorithms with the help of SemIndex. To investigate its effectiveness, we set up experiments to test the performance of SemIndex. Preliminary results have demonstrated the effectiveness, scalability and optimality of our approach. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | LAURepo_eacda0a3287caa1df2f99f487196bdbd |
| identifier_str_mv | 9783319109329 Chbeir, R., Luo, Y., Tekli, J., Yetongnon, K., Ibañez, C. R., Traina, A. J., ... & Al Assad, M. (2014). SemIndex: Semantic-aware inverted index. In Advances in Databases and Information Systems: 18th East European Conference, ADBIS 2014, Ohrid, Macedonia, September 7-10, 2014. Proceedings 18 (pp. 290-307). Springer International Publishing. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/5875 |
| publishDate | 2017 |
| publisher.none.fl_str_mv | Springer |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | SemIndex: Semantic-Aware Inverted IndexChbeir, RichardLuo, YiTekli, JoeYetongnon, KokouIbanez, Carlos RaymundoTraina, Agma J.M.Traina, Caeteno Jr.Al Assad, MarcThis paper focuses on the important problem of semantic-aware search in textual (structured, semi-structured, NoSQL) databases. This problem has emerged as a required extension of the standard containment keyword based query to meet user needs in textual databases and IR applications. We provide here a new approach, called SemIndex, that extends the standard inverted index by constructing a tight coupling inverted index graph that combines two main resources: a general purpose semantic network, and a standard inverted index on a collection of textual data. We also provide an extended query model and related processing algorithms with the help of SemIndex. To investigate its effectiveness, we set up experiments to test the performance of SemIndex. Preliminary results have demonstrated the effectiveness, scalability and optimality of our approach.N/ASpringer2017-07-05T08:44:48Z2017-07-05T08:44:48Z2017-07-05Conference Paper / Proceedinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject9783319109329http://hdl.handle.net/10725/5875http://dx.doi.org/10.1007/978-3-319-10933-6_22Chbeir, R., Luo, Y., Tekli, J., Yetongnon, K., Ibañez, C. R., Traina, A. J., ... & Al Assad, M. (2014). SemIndex: Semantic-aware inverted index. In Advances in Databases and Information Systems: 18th East European Conference, ADBIS 2014, Ohrid, Macedonia, September 7-10, 2014. Proceedings 18 (pp. 290-307). Springer International Publishing.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://link.springer.com/chapter/10.1007/978-3-319-10933-6_22enLecture Notes in Computer Science8716info:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/58752025-03-27T12:43:48Z |
| spellingShingle | SemIndex: Semantic-Aware Inverted Index Chbeir, Richard |
| status_str | publishedVersion |
| title | SemIndex: Semantic-Aware Inverted Index |
| title_full | SemIndex: Semantic-Aware Inverted Index |
| title_fullStr | SemIndex: Semantic-Aware Inverted Index |
| title_full_unstemmed | SemIndex: Semantic-Aware Inverted Index |
| title_short | SemIndex: Semantic-Aware Inverted Index |
| title_sort | SemIndex: Semantic-Aware Inverted Index |
| url | http://hdl.handle.net/10725/5875 http://dx.doi.org/10.1007/978-3-319-10933-6_22 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://link.springer.com/chapter/10.1007/978-3-319-10933-6_22 |