SemIndex: Semantic-Aware Inverted Index
| Affiliation auteurs | !!!! Error affiliation !!!! |
| Titre | SemIndex: Semantic-Aware Inverted Index |
| Type de publication | Conference Paper |
| Year of Publication | 2014 |
| Auteurs | Chbeir R, Luo Y, Tekli J, Yetongnon K, Ibanez CRaymundo, Traina AJM, , Assad MAl |
| Editor | Manolopoulos Y, Trajcevski G, KonPopovska M |
| Conference Name | ADVANCES IN DATABASES AND INFORMATION SYSTEMS (ADBIS 2014) |
| Publisher | Minist Informat Soc & Adm Ss Cyril; Univ Ss Cyril & Methodius, Fac Comp Sci & Engn; ICT ACT Assoc; Municipal Ohrid |
| Conference Location | GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND |
| ISBN Number | 978-3-319-10933-6; 978-3-319-10932-9 |
| Mots-clés | Inverted lndex, NoSQL indexing, ontologies, Semantic Network, Semantic Queries |
| Résumé | 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. |