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Diversified query expansion using conceptnet

WebDec 4, 2015 · He, and J-Y. Nie. Diversified Query Expansion using ConceptNet. Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), pages 1861--1864, 2013. Google Scholar Digital Library; C. Burgess, K. Livesay, and K. Lund. Explorations in Context Space: Words, Sentences and … WebTowards Query Level Resource Weighting for Diversified Query Expansion, page 1{–}12. Springer International Publishing, 2015. ... Arbi Bouchoucha, Jing He, and Jian-Yun Nie. Diversified query expansion using conceptnet. In Proceedings of the 22nd ACM international conference on Conference on information & knowledge management, page …

Comparative Analysis of Term Extraction and Selection ... - Springer

WebNov 29, 2024 · Diversified Query Expansion aims to present the user with a diverse list of query expansions so as to better communicate their intent to the retrieval system. Current diversified expansion techniques either make use of external knowledge sources to explicitly model the various aspects and their relationships underlying the user query or … WebOct 16, 2006 · This paper compares the utilization of ConceptNet and WordNet in query expansion. Spreading activation selects candidate terms for query expansion from these two resources. Three measures including discrimination ability, concept diversity, and retrieval performance are used for comparisons. The topics and document collections in … phenaki how to use https://gcpbiz.com

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WebMay 21, 2024 · BabelNet is very similar in structure to ConceptNet, but very different in openness. BabelNet uses many of the same knowledge sources as ConceptNet. It lacks the Open Mind Common Sense and Games with a Purpose data, which provide ConceptNet with a wide range of noisy but effective relational knowledge. Webto arrive at query expansion suggestions. Through an extensive empiri-cal analysis and user study, we show that our method outperforms the state-of-the-art diversified query expansion and diversified entity recom-mendation techniques. 1 Introduction Users of a search system may choose the same initial search query for varying information needs. Webmodel query aspects and diversify search results using query reformulations [20], query logs [11] and click logs [15], many of which use MMR-style diversification. Method4 User Data Reqd. External Source of Remarks Resource Reqd. Exp. Terms BHN[2] ConceptNet Entity Names Expansion terms from the small (DER Baseline) vocabulary of entity … phenaki text-to-video

Comparative Analysis of Term Extraction and Selection ... - Springer

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Diversified query expansion using conceptnet

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WebDiversified query expansion using conceptnet. In Proceedings of the 22nd ACM international conference on Conference on information & knowledge management, 1861-1864. ACM. Google Scholar; Bouchoucha, A.; Liu, X.; and Nie, J.-Y. 2014. Integrating multiple resources for diversified query expansion. http://rali.iro.umontreal.ca/nie-site/publications/

Diversified query expansion using conceptnet

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WebOct 18, 2024 · In order to select the most appropriate terms, we adapt the MMR technique to select resources whose labeling properties are used to expand the original query. To select terms in ConceptNET for query expansion, [2, 3] used a similar adaptation. However, to the best of our knowledge, this work is the first one to exploit LOD-KBs and … WebThe blue social bookmark and publication sharing system.

WebJul 7, 2024 · Diversified query expansion using conceptnet. In Proceedings of the 22nd ACM international conference on Information & Knowledge Management . 1861--1864. Google Scholar Digital Library; Jaime Carbonell and Jade Goldstein. 1998. The use of MMR, diversity-based reranking for reordering documents and producing summaries. In … WebDiversified Query Expansion is the problem of diversify-ing query expansion suggestions, so that the user can specialize the query to better suit her intent, even before perusing search results. In this paper, we consider the usage of seman-tic resources and tools to arrive at improved methods for diversified query expansion. In

WebApr 13, 2014 · BLN [3] extends BHN to use Wikipedia and query logs in addition to ConceptNet; the Wikipedia part relies on being able to associate the query with one or more Wikipedia pages, and uses entity ... WebAug 13, 2024 · In this paper, query expansion is performed by adding new terms that users generally skip in their query assuming them to be common sense. This common sense is the link between the terms of the original query. We used ConceptNet, also called Common Sense Network, to add the missing terms.

WebJan 1, 2024 · He Y Li Y Lei J Leung CHC A framework of query expansion for image retrieval based on knowledge base and concept similarity Neurocomputing 2016 204 2016 6 32 Google Scholar; 19. Bouchoucha A, He J, Nie JY, (2013) Diversified query expansion using conceptnet. In: Proceedings of the 22nd ACM international conference on …

WebAbstract. This paper compares the utilization of ConceptNet and WordNet in query expansion. Spreading activation selects candidate terms for query expansion from these two resources. Three measures including discrimination ability, concept diversity, and retrieval performance are used for comparisons. The topics and document collections in … phenakistoscope definitionphenakistoscope for recordsWebDiversified query expansion using conceptnet. In Proceedings of the 22nd ACM international conference on Conference on information & knowledge management, 1861 … phenakistiscoopWebused in open domain, because it covers a lot of general information. In this research, query expansion using common knowledge bases ConceptNet and Wikipedia is compared to … phenakistoscope ufoWebOct 16, 2006 · This paper compares the utilization of ConceptNet and WordNet in query expansion. Spreading activation selects candidate terms for query expansion from … phenakistoscope inventedWebQuery expansion—QE (popular in text retrieval community) is a technique used to improve search precision. The basic idea is to use results from initial query to reformulate the … phenakistoscope easyWebquery expansion, the aspect-dependent expansion can keep a better balance between aspects in the final retrieval results. However, this approach is still much dependent on … phenakistoscope pronunciation