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Book ReviewLanguage Modeling for Information Retrieval W. Bruce Croft and John Lafferty (editors) (University of Massachusetts, Amherst, and Carnegie Mellon University) Dordrecht: Kluwer Academic Publishers (Kluwer international series on information retrieval, edited by W. Bruce Croft), 2003, xiii+245 pp; hardbound, ISBN 1-4020-1216-0, $97.00, £62.00, €99.00
2004
Computational Linguistics
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Computational Linguistics Volume 30, Number 1
Language Modeling for Information Retrieval
W. ...
As the editors note, these papers provide a cross-section of current work on the language-modeling ap- proach to information retrieval, which has become a very active area of research in the a oc years ...
doi:10.1162/coli.2004.30.1.110
fatcat:2ggkl2pbvnhyjklfxqrrkqndw4
Page 111 of Computational Linguistics Vol. 30, Issue 1
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2004
Computational Linguistics
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relevant to a particular information need. ...
Lavrenko and Croft also take up the issue of rele- vance, introducing the concept of a relevance model for information retrieval, that is a language model reflecting word frequencies in the class of documents ...
Incorporating filtering techniques in a fuzzy linguistic multi-agent model for information gathering on the web
2004
Fuzzy sets and systems (Print)
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multi-agent models for helping users in their information gathering processes on the Web. ...
In this paper we describe a new fuzzy linguistic multi-agent model that incorporates two information ÿltering techniques in its structure: a content-based ÿltering agent and a collaborative ÿltering agent ...
Comparative study As aforementioned, in this paper we propose a new multi-agent model in order to improve the retrieval activity of model deÿned in [6] . ...
doi:10.1016/j.fss.2004.03.006
fatcat:ntyn2ee3sbhl7ojadvpcq34x4u
A Review on Information Accessing Systems Based on Fuzzy Linguistic Modelling
2010
International Journal of Computational Intelligence Systems
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The review shows information retrieval systems, filtering systems, recommender systems, and web quality evaluation tools, which are based on tools of fuzzy linguistic modelling. ...
a way, the developed systems allow users the access to quality information in a flexible and user-adapted way. ...
Acknowledgments This paper has been developed with the financing of FEDER funds in FUZZYLING project (TIN2007-61079), PETRI project (PET2007-0460), project of Ministry of Public Works (90/07) and Excellence ...
doi:10.1080/18756891.2010.9727711
fatcat:kdszww7shrfgxpfkwzwxf6jgw4
A Review on Information Accessing Systems Based on Fuzzy Linguistic Modelling
2010
International Journal of Computational Intelligence Systems
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The review shows information retrieval systems, filtering systems, recommender systems, and web quality evaluation tools, which are based on tools of fuzzy linguistic modelling. ...
a way, the developed systems allow users the access to quality information in a flexible and user-adapted way. ...
Acknowledgments This paper has been developed with the financing of FEDER funds in FUZZYLING project (TIN2007-61079), PETRI project (PET2007-0460), project of Ministry of Public Works (90/07) and Excellence ...
doi:10.2991/ijcis.2010.3.4.3
fatcat:jasdlnapmrddndzsbu2h6nht3i
Applying multi-objective evolutionary algorithms to the automatic learning of extended Boolean queries in fuzzy ordinal linguistic information retrieval systems
2009
Fuzzy sets and systems (Print)
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Precision is the ratio of the relevant documents retrieved by the IRS in response to a user's query to the total number of documents retrieved, whilst recall is the ratio of the number of relevant documents ...
In fuzzy ordinal linguistic IRSs (FOLIRSs), where extended Boolean queries are used, defining the user's queries in a manual way is usually a complex task. ...
It models linguistic information by means of ordinal linguistic labels supported by a linguistic variable [19] [20] [21] . ...
doi:10.1016/j.fss.2009.02.013
fatcat:rhpn742prnaclne7ih3bfxibxu
Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information
[chapter]
2006
Lecture Notes in Computer Science
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In an earlier studies [5, 6, 16] we presented different fuzzy linguistic multi-agent models for helping users in their information gathering processes on the Web. ...
In this paper, we present a new fuzzy linguistic multi-agent model to access information on the Web that incorporates the use of fuzzy multi-granular linguistic modeling to improve its user-system interaction ...
Introduction Information gathering on Internet is a very important, widely studied and hotly debated topic. ...
doi:10.1007/11766254_33
fatcat:3yc7lsfdozgqrgiwshhx6hqfgq
Leveraging relevance cues for language modeling in speech recognition
2013
Information Processing & Management
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(EI) [C26] Kuan-Yu Chen, Berlin Chen, "A study of topic modeling techniques for spoken document retrieval," 2010 APSIPA Annual Summit and Conference (APSIPA ASC 2010), pp. 237-242, Biopolis, Singapore, ...
Hsu, "developing a NLP and Berlin Chen*, Hsin-min Wang, Lin-shan Lee, "A discriminative HMM/N-gram-based retrieval approach for Mandarin spoken documents," ACM Transactions on Asian Language Information ...
doi:10.1016/j.ipm.2013.01.005
fatcat:phiqxbnavbgw3gctrpnxpjdfca
Collaborative relevance assessment for task-based knowledge support
2008
Decision Support Systems
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profile that models a worker's task needs, i.e., information needs for the current task. ...
In this paper, we propose a novel task-relevance assessment approach that evaluates the relevance of previous tasks in order to construct a task profile for the current task. ...
in a vector space model. ...
doi:10.1016/j.dss.2007.06.015
fatcat:qob5hzltmndargejeixr6goezi
Techniques to Improve Multi-Agent Systems for Searching and Mining the Web
[chapter]
2005
Studies in Computational Intelligence
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Then, we present a model of a fuzzy linguistic multi-agent system for searching and mining the Web that is designed using some filtering tools and a particular fuzzy linguistic modelling, called multi-granular ...
The information gathering in Internet is a complex activity and Internet users need tools to assist them to find the information required. ...
In [12] we define a proposal of multi-granular fuzzy linguistic modelling based on the ordinal fuzzy linguistic modelling and in [15] we define other one based on the 2-tuple fuzzy linguistic modelling ...
doi:10.1007/11004011_23
fatcat:vm6lymkpurd4lft63okl3ugcyq
Linguistic and Statistical Analysis of the CLEF Topics
[chapter]
2003
Lecture Notes in Computer Science
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We found one correlation for the English topics. The more linguistic challenges the topic texts included, the better the performance of the systems. ...
Although there are some weak relations, we can claim as a result, that the properties of the CLEF topics do not introduce any bias for the results of the retrieval systems. ...
The creation of appropriate topics or queries for testing systems has been a major concern in the research on the evaluation of information retrieval. ...
doi:10.1007/978-3-540-45237-9_43
fatcat:jjlyxoopfzdktlmpcoblx7t5la
Information Gathering on the Internet Using a Distributed Intelligent Agent Model with Multi-Granular Linguistic Information
[chapter]
2004
Studies in Fuzziness and Soft Computing
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In this paper we propose a distributed intelligent model for gathering information on the Internet where the agents and users may communicate among them using a multi-granular linguistic model. ...
Information gathering in Internet is a complex activity. Find the appropriate information, required for the users, on the World Wide Web is not a simple task. ...
degrees of a query in the second one and the relevance degrees of the retrieved documents in the third one. ...
doi:10.1007/978-3-540-39988-9_5
fatcat:qjs25vfo3ndwdfngjx7yw2va5y
Levelling the Playing Field
2020
Proceedings of the 2020 Conference on Human Information Interaction and Retrieval
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Based on a combined application of genre analysis and mapping of the participants' query formulations and interactions, this research derives 4 distinct strands to an established model of the information ...
CCS CONCEPTS •Information systems information retrieval users and interactive retrieval. ...
in online contexts such as in search in information retrieval interactions. ...
doi:10.1145/3343413.3377991
dblp:conf/chiir/LeighJ20
fatcat:b2evpnpwdngobl2bd32hpb546u
Natural language technology and query expansion: issues, state-of-the-art and perspectives
2011
Journal of Intelligent Information Systems
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2020 pre-print arXiv:2004.11093v1 fatcat:6kr4s66fxrgsnkjrtmhmehjp4m
Users information needs are expressed in natural language and successful retrieval is very much dependent on the effective communication of the intended purpose. ...
The availability of an abundance of knowledge sources has spurred a large amount of effort in the development and enhancement of Information Retrieval techniques. ...
Lang et al (Lang et al, 2008) conducted a study on the significance of incorporating term-dependencies in information retrieval tasks. ...
doi:10.1007/s10844-011-0174-3
fatcat:bzmad6wl7raqpbc7iljg4fqklq
Linguistic Analysis of Users' Queries: Towards an Adaptive Information Retrieval System
2007
2007 Third International IEEE Conference on Signal-Image Technologies and Internet-Based System
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In this paper we show that linguistic features of a query are good indicators to predict systems failure to answer it. ...
The experiments described here are based on 42 systems or system variants and 50 TREC topics that consist of a descriptive part expressed in natural language. ...
Introduction Research in Information Retrieval (IR) aims at proposing models and methods in order to build systems that answer a user's need as completely and as precisely as possible: retrieving the relevant ...
doi:10.1109/sitis.2007.81
dblp:conf/sitis/MotheT07
fatcat:xhdkqewugvdnna7avsjsbivr2q
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