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Genetic Programming-Based Discovery of Ranking Functions for Effective Web Search

WEIGUO FAN, MICHAEL D. GORDON, PRAVEEN PATHAK, PRAVEEN PATHAK
2005 Journal of Management Information Systems  
In these approaches, the effectiveness of retrieval is limited by the number of ranking functions (or experts) that are used, and by the retrieval effective- ness of individual ranking functions involved  ...  The last column in these tables shows the percentage improvement by our system (GP+S) over the four baselines, and over the performance obtained by vanilla GP, which does not take document structural information  ... 
doi:10.1080/07421222.2005.11045828 fatcat:2qn6uz3k6baptbc4qklrz46xle

Enhancing Content-And-Structure Information Retrieval using a Native XML Database [article]

Jovan Pehcevski, Anne-Marie Vercoustre
2005 arXiv   pre-print
We show that for both topic categories our initial hybrid system improves the retrieval effectiveness of a native XML database.  ...  Three approaches to content-and-structure XML retrieval are analysed in this paper: first by using Zettair, a full-text information retrieval system; second by using eXist, a native XML database, and third  ...  Acknowledgements We would like to thank Wolfgang Meier for providing assistance and useful comments with using eXist, to Nick Lester, Falk Scholer and other members of the Search Engine Group at RMIT for  ... 
arXiv:cs/0508017v1 fatcat:g77widajljc5nhkfhnizpap33q

Structural features in content oriented XML retrieval

Georgina Ramírez, Thijs Westerveld, Arjen P. de Vries
2005 Proceedings of the 14th ACM international conference on Information and knowledge management - CIKM '05  
We mainly test if knowing something about the structural characteristics of the elements wanted by the user could improve retrieval effectiveness.  ...  modelling of both content and structure and thus improve retrieval effectiveness.  ... 
doi:10.1145/1099554.1099632 dblp:conf/cikm/RamirezWV05 fatcat:wf5k3prgxnfmtboix4umol4svy

Using a mediated query approach for matching unstructured query with structured resources

Keng Hoon Gan
2008 Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08  
improve the precision of retrieval model.  ...  The needs to balance between effective querying models and exploitation of structural information of resources has spurs numerous solutions in the area structured retrieval.  ...  improve the precision of retrieval model.  ... 
doi:10.1145/1390334.1390570 dblp:conf/sigir/Gan08 fatcat:q7mrhxitefbj5g62qbjknq4bi4

IIT at TREC 2002 Linear Combinations Based on Document Structure and Varied Stemming for Arabic Retrieval

Abdur Chowdhury, Mohammed Aljlayl, Eric C. Jensen, Steven M. Beitzel, David A. Grossman, Ophir Frieder
2002 Text Retrieval Conference  
For the Arabic CLIR, we explored the retrieval effectiveness by using a machine translation (MT) system and translation probabilities obtained from parallel documents collection provided by the United  ...  Our goal was to examine the effects of different term collection statistics based on document structure in respect to known item retrieval.  ...  CLIR Summary We showed that stemming is an important approach to improve the retrieval effectiveness of any Arabic information retrieval systems.  ... 
dblp:conf/trec/ChowdhuryAJBGF02 fatcat:jt3tefpfurbifedo54t5leuuk4

The use of relation matching in information retrieval

Christopher Soo-Guan Khoo
1997 LIBRES: Library and Information Science Research Electronic Journal  
Most information retrieval systems use keywordmatching to identify documents that may be relevant to the user's query. The user's query may contain multiple concepts linked together with relations.  ...  This paper discusses the use of relation matching in information retrievalmatching terms and relations between terms expressed in the query with terms and relations found in the documents.  ...  Four examples of conceptual information retrieval systems are the RIME system (Berrut, 1990) , the patent-claim retrieval system described by Nishida and Takamatsu (1982) , the SCISOR system (Rau, 1987  ... 
doi:10.32655/libres.1997.2.1 fatcat:zmvvh3pkbfakbhls5wamewyopq

Designing a Document Retrieval Method for University Digital Libraries Based on Hadoop Technology

Haixia He
2021 Journal of Contemporary Educational Research  
Big data has been embraced by university digital libraries. The most cumbersome work for the management of university libraries is document retrieval.  ...  The fast-matching method is used to determine the weight of each keyword, so as to ensure an efficient and accurate document retrieval in digital libraries, thus completing the design of the document retrieval  ...  In order to improve the efficiency of literature information retrieval, it is essential to attach great importance to the retrieval function of literature information, effectively improve students' personal  ... 
doi:10.26689/jcer.v5i12.2821 fatcat:hyubmkv4nrbj3a2paujit4iuve

Bullseye: Structured Passage Retrieval and Document Highlighting for Scholarly Search [article]

Xi Zheng, Akanksha Bansal, Matthew Lease
2014 arXiv   pre-print
Results show modest improvement in system effectiveness while both user effectiveness and user effort show substantial improvement.  ...  Given a collection of research papers, Bullseye: 1) identifies relevant passages using any on-the-shelf algorithm; 2) automatically detects document structure and restricts retrieved passages to user-specifed  ...  Any opinions, findings, and conclusions or recommendations expressed by the authors are entirely their own and do not represent those of the sponsoring agencies  ... 
arXiv:1406.1875v1 fatcat:iidizo2ppjhilpbikfythi74da

Page 51 of Library & Information Science Abstracts Vol. , Issue 4 [page]

1990 Library & Information Science Abstracts  
User aids 90/2423 Improving the effectiveness of retrieval systems by information structures. Peter Schauble. Information Processing & Management, 25 (4) 1989, 363-376. illus. tables. 20 refs.  ...  Describes a new information structure that is aimed at increasing the effectiveness of an information retrieval system.  ... 

A Literature Review on Patent Information Retrieval Techniques

Alok Khode, Sagar Jambhorkar
2017 Indian Journal of Science and Technology  
This paper attempts to review the studies carried out in enhancing the relevance effectiveness of patent information retrieval.  ...  Application/Improvement: Considering the various techniques and frameworks available and their limitations, there is a lot of scope in the field of patent retrieval techniques which makes room for further  ...  Information Retrieval Information retrieval is a field concerned with the structure, analysis, organization, storage, searching, and retrieval of information.  ... 
doi:10.17485/ijst/2017/v10i37/116435 fatcat:sux6dzrm3re7dig44xrpl7agya

Term associations in query expansion

Michael Symonds, Guido Zuccon, Bevan Koopman, Peter Bruza, Laurianne Sitbon
2013 Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13  
The results demonstrate that this approach can provide significant improvements in web retrieval effectiveness when compared to a strong benchmark retrieval system.  ...  However, researchers have recently demonstrated that consistent and significant improvements in retrieval effectiveness can be achieved by explicitly modelling term dependencies within the query expansion  ...  syntagmatic and paradigmatic associations in the information retrieval process would provide significant improvements in retrieval effectiveness.  ... 
doi:10.1145/2505515.2507852 dblp:conf/cikm/SymondsZKBS13 fatcat:nbnxylefzrgk5mlbhpgtqakfgy

A Study on the Retrieval Methods Using the CST-Tree Index in Web Log Mining

Myoung-jin Jung, Sung-Je Cho
2015 International Journal of Software Engineering and Its Applications  
The number of web service users is increasing with the widespread of regular PCs, smartphones, and tablet PCs, which has allowed more convenient access to internet.  ...  Although the increase in the number of users is translating into the increase in data usage, the previously used method is not suitable to process web log at high-speed, since it operates in the order  ...  By using the CSTtree instead of the B-tree, the use pattern of web users is understood and an effective web log management structure is expected by reflecting the function of the web mining system through  ... 
doi:10.14257/ijseia.2015.9.6.03 fatcat:4iczjpmiinhfvf6ur2ygqbnboy

Information Retrieval Using Bayesian Networks [chapter]

Lukasz Neuman, Jakub Kozlowski, Aleksander Zgrzywa
2004 Lecture Notes in Computer Science  
Usage of the network and an experiment aiming in showing that using this method improves information retrieval is presented.  ...  An emphasis was made on the benefits of using the Bayesian networks and the way of adapting such a network to information retrieval system is presented.  ...  Our experiment presents an example of using the structures of the network in process of information retrieval. Adequately used structures significantly improve the effectiveness and quality.  ... 
doi:10.1007/978-3-540-24688-6_68 fatcat:wezw6mlq5rhmnixjts3nzsd4xi

Structured source retrieval for improving softwaresearch during program comprehension tasks

Brian Eddy
2014 Proceedings of the companion publication of the 2014 ACM SIGPLAN conference on Systems, Programming, and Applications: Software for Humanity - SPLASH '14  
This doctoral symposium summary presents two promising areas for improving existing techniques by combining structural information with text retrieval.  ...  Recent research in the area of program comprehension has focused on using textual information, structural information (i.e., information regarding the creation and use of objects and methods within the  ...  By combining textual information with structural information and dynamic information, researchers have found an improvement over using textual information alone for some systems [10] [11] [12] [13] .  ... 
doi:10.1145/2660252.2660253 dblp:conf/oopsla/Eddy14 fatcat:nq5df7yukngctd6y36rdbs4fty

Towards Effective Relevance Feedback Methods in Content-Based Image Retrieval Systems

Sunitha Mostefai
2014 International Journal of Innovation Management and Technology  
Information Retrieval is one of the major research areas in the recent years. There are two kinds of IR i.e., Content Based and Text Based Retrieval.  ...  To improve the retrieval (text, image, etc.,) performance in content-based image retrieval system, an approach was introduced, named "Relevance Feedback".  ...  Most of the Content-Based Information Systems use this technique for effective and efficient result.  ... 
doi:10.7763/ijimt.2014.v5.482 fatcat:peldufn2tndhlcwjakvw6l2jlu
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