Diversified query expansion using conceptnet

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August undefined, 2024

WebDiversified query expansion using conceptnet. Arbi Bouchoucha, Jing He, Jian-Yun Nie. Diversified query expansion using conceptnet. In Qi He, Arun Iyengar, Wolfgang … 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.

Diversified Query Expansion using ConceptNet

WebOct 27, 2013 · Diversified Query Expansion using ConceptNet Arbi Bouchoucha [email protected] Jing He [email protected] Jian-Yun Nie … 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. heller\\u0027s flowers moundsville wv

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Web2.1 Query Expansion and Initial Retrieval Given the challenges posed by conversational queries, we opted for a recall-focused rst stage ranking approach using query expansion via Wikipedia and ConceptNet [6]. In pilot experiments we found that performance on TREC Sessions data and the TREC Web Track’s diversity task data 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. 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 … heller\u0027s gas hagerstown maryland

A new approach for query expansion using Wikipedia and

Utilizing Word Embeddings for Result Diversification in Tweet …

WebIt is shown that the expansions based on the word embeddings may serve as useful as those based on a manually constructed knowledge base, namely, ConceptNet, in improving the diversification performance in tweet search. The performance of result diversification for tweet search suffers from the well-known vocabulary mismatch problem, as tweets are … 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 … heller\u0027s gas back mountainWebto 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. heller\\u0027s gas berwick pa

"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 … " - Diversified query expansion using conceptnet

Diversified query expansion using conceptnet

An Empirical Comparison of Statistical Term Association Graphs …

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 Webquery 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 …

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

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 … 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 …

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 … WebOct 16, 2006 · This paper compares the utilization of ConceptNet and WordNet in query expansion. Spreading activation selects candidate terms for query expansion from …

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 …

WebThe blue social bookmark and publication sharing system. heller\u0027s gas berwick pa 18603Web[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 … heller\u0027s gas in berwick paWebAug 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. heller\\u0027s gas hunlock creek paWebused 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 … lakemont consultingWebFor 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. lakemont elementary school supply listWebOct 27, 2013 · For this purpose, we investigate a new approach to SRD by diversifying the query. Expansion terms are selected from ConceptNet so as to cover as diverse … heller\u0027s gas propane pricesWebMar 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. heller\u0027s gas phone number