Diversified query expansion using conceptnet

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August undefined, 2024

WebNov 7, 2016 · Diversified Query Expansion is the problem of diversifying query expansion suggestions, so that the user can specialize the query to better suit her intent, even before perusing search results. WebDiversified Query Expansion using ConceptNet Arbi Bouchoucha [email protected] Jing He [email protected] Jian-Yun Nie [email protected] Dept. of Computer Science and Operations Research University of Montreal Montreal (Quebec), Canada To solve this problem, Vargas et al. [23] recently proposed a new method of pseudo-relevance …

An Empirical Comparison of Statistical Term Association Graphs …

WebOct 16, 2006 · This paper compares the utilization of ConceptNet and WordNet in query expansion. Spreading activation selects candidate terms for query expansion from … WebMar 24, 2024 · Bouchoucha A, He J, Nie JY (2013) Diversified query expansion using conceptnet. In: Proceedings of the 22nd ACM international conference on Information & Knowledge Management, pp 1861–1864. Google Scholar Gupta Y, Saini A (2024) A new automatic query expansion approach using term selection and document clustering. meghan of fox news

Select, Link and Rank: Diversiﬁed Query Expansion and …

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. 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 … 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 … meghan omalley asheville

Knowledge based query expansion in complex …

Diversified query expansion using conceptnet Proceedings of t…

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 ... WebAbstract. This paper compares the utilization of ConceptNet and WordNet in query expansion. Spreading activation selects candidate terms for query expansion from … meghan older than harryWebFor a given resource (e.g., ConceptNet), our framework first generates expansion candidates, from which a set of diversified terms are selected following the MMR principle. Then the retrieved documents for any expansion query of any resource are combined and again the MMR principle is used to output diversified results. meghan of montecito the cut

"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 … " - Diversified query expansion using conceptnet

Diversified query expansion using conceptnet

Query expansion with conceptnet and wordnet

WebEmbed-Rank (SER), constructs the graph using similarities between distributional word embeddings. Through an empirical analysis and user study, we show that SLR … 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 …

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WebQuery 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 … 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 …

WebDiversified query expansion using conceptnet. In Proceedings of the 22nd ACM international conference on Conference on information & knowledge management, 1861 … Webused 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 …

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 …

WebOct 16, 2006 · The performance of queries expanded by selecting the candidate terms from ConceptNet and WordNet outperforms that of queries without expansion, and queries …

Web[6] introduces the task of Diversified Query Expansion for Search result diversification (SRD) using ConceptNet. [7] compares Term graphs derived from DBpedia and ConceptNet for Query Expansion. [8] transforms the weighting task to a typical coarse-grained classification problem, aiming to assign appropriate weights for candidate … meghan omalley of clarks summit paWebJul 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 … meghan orencoleWebAug 1, 2024 · Our approach. We present a new way of QE combining Wikipedia and WordNet as data sources. In order to expand the user’s query, first, we pre-process the … meghan oneil facebookWebDiversified query expansion using conceptnet. Arbi Bouchoucha, Jing He, Jian-Yun Nie. Diversified query expansion using conceptnet. In Qi He, Arun Iyengar, Wolfgang … meghan of sussexWebOct 27, 2013 · Diversified Query Expansion using ConceptNet Arbi Bouchoucha [email protected] Jing He [email protected] Jian-Yun Nie … nando\u0027s delivery edgwareWebDiversified 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. meghan on ellen show youtubeWebto 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. meghann white lotus