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Automatic suggestion of phrasal-concept queries for literature search

Youngho Kim, Jangwon Seo, W. Bruce Croft, David A. Smith
2014 Information Processing & Management  
In this paper, we investigate phrasal-concept query suggestions for literature search. These suggestions explicitly specify important phrasal concepts related to an initial detailed query.  ...  The merits of phrasal-concept query suggestions for this domain are their readability and retrieval effectiveness: (1) phrasal concepts are natural for academic authors because of their frequent use of  ...  Acknowledgements This work was supported in part by the Center for Intelligent Information Retrieval.  ... 
doi:10.1016/j.ipm.2014.03.003 fatcat:eqcmvoiopbdldgzi2nyf2fmnjm

Evaluation of Japanese Phrasal Indexing with Large Test Collection

Sumio Fujita
2000 Open research Areas in Information Retrieval  
We used the first large scale test collection for Japanese IR recently released and carried out experim ents for phrasal indexing and its w eighting issues in view o f various length o f queries.  ...  The results show that phrasal indexing outperform s single word only indexing with long queries while single word only indexing perform s slightly better with short queries.  ...  ACKNOWLEDGEMENTS The author thanks NACSIS R&D department for providing us of NACSIS test collection 1.  ... 
dblp:conf/riao/Fujita00 fatcat:xz3rpqvofbfedlbseqg2uzu2oa

Notes on Phrasal Indexing: JSCB Evaluation Experiments at NTCIR AD HOC

Sumio Fujita
1999 NTCIR Conference on Evaluation of Information Access Technologies  
A new weighting method for phrasal terms is also evaluated and improvement is observed.  ...  Experiments on the effects of supplemental noun phrase indexing in view of the effect of various length of queries are reported.  ...  It is plausible that the author of documents and the user submitting search requests share the same terminology when describing the subject concept in question either in their documents or in queries.  ... 
dblp:conf/ntcir/Fujita99 fatcat:6tz3e3bugbfsldq6lmus753dyi

From keywords to keyqueries

Tim Gollub, Matthias Hagen, Maximilian Michel, Benno Stein
2013 Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '13  
We introduce the concept of keyqueries as dynamic content descriptors for documents.  ...  Keyqueries are defined implicitly by the index and the retrieval model of a reference search engine: keyqueries for a document are the minimal queries that return the document in the top result ranks.  ...  In the following section, we review literature related to the concept of keyqueries and give pointers to the state of the art in various potential applications.  ... 
doi:10.1145/2484028.2484181 dblp:conf/sigir/GollubHMS13 fatcat:4kefpe37brcwdnd7trktwjdg54

Multilingual Web retrieval: An experiment in English–Chinese business intelligence

Jialun Qin, Yilu Zhou, Michael Chau, Hsinchun Chen
2006 Journal of the American Society for Information Science and Technology  
The portal was evaluated by domain experts, using a set of queries in both English and Chinese.  ...  A dictionary-based approach was adopted and combines phrasal translation, co-occurrence analysis, and pre-and posttranslation query expansion.  ...  Phrasal translation techniques are often used to identify multiword concepts in a query and to translate them as phrases.  ... 
doi:10.1002/asi.20329 fatcat:kai3o7cidfdlvjcwkdkx2hwmzy

Unsupervised Phrasal Near-Synonym Generation from Text Corpora

Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller
2015 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
Unsupervised discovery of synonymous phrases is useful in a variety of tasks ranging from text mining and search engines to semantic analysis and machine translation.  ...  This paper presents an unsupervised corpus-based conditional model: Near-Synonym System (NeSS) for finding phrasal synonyms and near synonyms that requires only a large monolingual corpus.  ...  Acknowledgments We would like to thank Meaningful Machines for the financial support that enabled this work to come to fruition.  ... 
doi:10.1609/aaai.v29i1.9504 fatcat:h2ldopngczamrm2iqygtqkl6mq

Evaluation of lexical methods for detecting relationships between concepts from multiple ontologies

Helen L Johnson, K Bretonnel Cohen, William A Baumgartner, Zhiyong Lu, Michael Bada, Todd Kester, Hyunmin Kim, Lawrence Hunter
2006 Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing  
Various methods had a wide range of correctness. Based on these results, we recommend careful evaluation of all matching strategies before use, including exact string matching.  ...  The full set of relationships is available at compbio.uchsc.edu/dependencies.  ...  Synonym queries were done by constructing phrasal queries for each synonym, and then grouping the phrasal queries with Boolean OR.  ... 
pmid:17094225 pmcid:PMC1810343 fatcat:fnfesuqnozeinafi62evjgd6pq

Phrase recognition and expansion for short, precision-biased queries based on a query log

Erika F. de Lima, Jan O. Pedersen
1999 Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '99  
In this paper we examine the question of query parsing for World Wide Web queries and present a novel method for phrase recognition and expansion.  ...  We use the PCFG to compute the most probable parse for a user query, re ecting linguistic structure and word usage of the domain being parsed.  ...  Acknowledgments We w ould like to thank Mats Rooth, Glenn Carroll, Franz Beil, Detlef Prescher and the Gramotron project at the University of Stuttgart for their support in the development o f the query  ... 
doi:10.1145/312624.312669 dblp:conf/sigir/LimaP99 fatcat:e6t6vrspeneord7xcm7luoicvq

Natural Language Query in the Biochemistry and Molecular Biology Domains Based on Cognition Search™

Elizabeth Goldsmith, Saurabh Mendiratta, Radha Akella, Kathleen Dahlgren
2008 Nature Precedings  
Motivation: With the tremendous growth in scientific literature, it is necessary to improve upon the standard pattern matching style of the available search engines.  ...  Cognition Search (CSIR) is a natural language technology. It is best used by asking a simple question that might be answered in textual data being queried, such as MEDLINE.  ...  Acknowledgements We thank Ron Taussig for pointing out the Alliance for Cell Signaling website and other discussions. UMLS resources licensed (number 21817A334). The work in E. J.  ... 
doi:10.1038/npre.2008.2315.1 fatcat:pxkxk3zxareyhhlwprh5veymiq

EVALUATION OF LEXICAL METHODS FOR DETECTING RELATIONSHIPS BETWEEN CONCEPTS FROM MULTIPLE ONTOLOGIES

HELEN L. JOHNSON, K. BRETONNEL COHEN, WILLIAM A. BAUMGARTNER, ZHIYONG LU, MICHAEL BADA, TODD KESTER, HYUNMIN KIM, LAWRENCE HUNTER
2005 Biocomputing 2006  
Various methods had a wide range of correctness. Based on these results, we recommend careful evaluation of all matching strategies before use, including exact string matching.  ...  The full set of relationships is available at compbio.uchsc.edu/dependencies.  ...  Synonym queries were done by constructing phrasal queries for each synonym, and then grouping the phrasal queries with Boolean OR.  ... 
doi:10.1142/9789812701626_0004 fatcat:gkxbhy2vorhxrgpjwyjjqtglsm

Technical issues of cross-language information retrieval: a review

Kazuaki Kishida
2005 Information Processing & Management  
of the language model, (4) the pivot language approach, (5) methods for searching multilingual document collection, (6) techniques for combining multiple language resources, etc.  ...  This paper reviews state-of-the-art techniques and methods for enhancing effectiveness of cross-language information retrieval (CLIR).  ...  Acknowledgement The author would like to thank the referees and the editors for useful suggestions.  ... 
doi:10.1016/j.ipm.2004.06.007 fatcat:uz5y7ksi7ne3ppcmcmxeagshzu

Job Satisfaction and Citizenship Behavior: A Mediating Effect of Organizational Commitment

A.K.M. Tafzal Haque, Md. Aftab Uddin, Rubina Easmin, Shanewaz Mahmood Sohel
2019 Open Computer Science  
Conclusion: The main implication is suggesting all corporate executives for creating an environment which will make employees very committed to letting them think out of the box beyond their required formal  ...  Henceforth, we have collected 210 replies from employees who have been serving Ready-made garments (RMG) sector that accounts for the highest export earning industry (84% of the total export earning) in  ...  More similar to a query recommender system, the framework proposed in [29] suggests phrasal concepts for literature search.  ... 
doi:10.1515/comp-2019-0015 fatcat:3t6yqacyurf3rh6hbcnkczuqny

Patent-KG: Patent Knowledge Graph Use for Engineering Design [article]

Haoyu Zuo, Yuan Yin, Peter Childs
2021 arXiv   pre-print
This paper builds a patent-based knowledge graph, patent-KG, to represent the knowledge facts in patents for engineering design.  ...  The arising patent-KG approach proposes a new unsupervised mechanism to extract knowledge facts in a patent, by searching the attention graph in language models.  ...  Number of phrasal verbs 317,789 4.1 Entities A method similar to that used in Shi's B-link is applied to evaluate the retrieved concepts in patent-KG.  ... 
arXiv:2108.11899v3 fatcat:5qcqun7pavbhvh3wqrqaw5cj2e

STRICT: Information Retrieval Based Search Term Identification for Concept Location [article]

Mohammad Masudur Rahman, Chanchal K. Roy
2018 arXiv   pre-print
Studies suggest that developers often perform poorly in coming up with good search terms for a change task.  ...  In this paper, we propose a novel technique--STRICT--that automatically identifies suitable search terms for a software change task by analyzing its task description using two information retrieval (IR  ...  RELATED WORK Search Query Suggestion & Reformulation: A number of studies in the literature attempt to support software developers in concept/feature/concern location tasks using search query suggestion  ... 
arXiv:1807.04475v1 fatcat:mrkb2puhobgwphbowuhe6ouyqy

INSEARCH: A Platform for Enterprise Semantic Search

Diego De Cao, Valerio Storch, Danilo Croce, Roberto Basili
2013 Italian Information Retrieval Workshop  
It embodies most of the state-of-the-art techniques for Enterprise Semantic Search: highly accurate lexical semantics, semantic web tools, collaborative knowledge management and personalization.  ...  An advanced information retrieval system has been developed integrating robust semantic technologies and industry-standard software architectures for proactive search as well as personalized domain-specific  ...  Acknowledgment The authors would like to thank all the partners of the IN-SEARCH consortium as they made this research possible.  ... 
dblp:conf/iir/CaoSCB13 fatcat:4leh3pdpeffmbc5xq2kff7k4yy
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