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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

Paul Thompson
2004 Computational Linguistics  
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 [page]

2004 Computational Linguistics  
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

E. Herrera-Viedma, F. Herrera, L. Martı́nez, J.C. Herrera, A.G. López
2004 Fuzzy sets and systems (Print)  
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

E. Herrera-Viedma, A.G. López-Herrera
2010 International Journal of Computational Intelligence Systems  
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

E. Herrera-Viedma, A.G. Lopez-Herrera
2010 International Journal of Computational Intelligence Systems  
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

A.G. López-Herrera, E. Herrera-Viedma, F. Herrera
2009 Fuzzy sets and systems (Print)  
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]

E. Herrera-Viedma, C. Porcel, A. G. Lopez-Herrera, S. Alonso, A. Zafra
2006 Lecture Notes in Computer Science  
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

Berlin Chen, Kuan-Yu Chen
2013 Information Processing & Management  
(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

Duen-Ren Liu, I-Chin Wu
2008 Decision Support Systems  
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]

E. Herrera-Viedma, C. Porcel, F. Herrera, L. Martínez, A.G. Lopez-Herrera
2005 Studies in Computational Intelligence  
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]

Thomas Mandl, Christa Womser-Hacker
2003 Lecture Notes in Computer Science  
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]

F. Herrera, E. Herrera-Viedma, L. Martínez, C. Porcel
2004 Studies in Fuzziness and Soft Computing  
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

Tim Leigh, Frances Johnson
2020 Proceedings of the 2020 Conference on Human Information Interaction and Retrieval  
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

Bhawani Selvaretnam, Mohammed Belkhatir
2011 Journal of Intelligent Information Systems  
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

Josiane Mothe, Ludovic Tanguy
2007 2007 Third International IEEE Conference on Signal-Image Technologies and Internet-Based System  
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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