A SURVEY ON INFORMATION RETRIEVAL TECHNIQUES AND THEIR PERFORMANCE MEASURES
Abstract
The availability of tremendous amount of information has necessitated the need for retrieving useful information from a huge collection. Information retrieval systems assist the user to retrieve relevant information from huge corpus depending on user need specified in the form of query.
In this paper, we discuss various information retrieval models and methods for evaluating a model. Also we discuss an application where an IR model can provide a solution.
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R. Baeza, and B. Ribeiro (2011). Modern InformationRetrieval: Second edition. Addison-Wesley, New York, NY,USA.
Ndengabaganizi Tonny James, Rajkumar Kannan, “A Survey on Information Retrieval Models, Techniques and Applications”, International Journals of Advanced Research in Computer Science and Software Engineering ISSN: 2277-128X (Volume-7, Issue-7), July 2017.
Hai Dong, Farookh Khadeer Hussain, Elizabeth Chang, “A Survey in Traditional Information Retrieval Models”, 2nd International Conference on Digital Ecosystems & Technology, Feb 2008, pp. 397-402.Thailand:IEEE.http://dx.doi.org/10.1109/DEST.2008.4635214.
Akram Roshdi and Akram Roohparvar,"Review: Information Retrieval Techniques and Applications ".International Journal of Computer Networks and Communications Security Vol 3, No. 9, Sept. 2015, 373–377
Howard R. Turtle And W. Bruce Croft, “A Comparison of Text Retrieval Models”, West Publishing Company, St Paul, MN 55164, USA
Mang’are Fridah Nyamisa, Waweru Mwangi, Wilson Cheruiyot, “A Survey of Information Retrieval Techniques”, Published: November 28, 2017
Norbert Gronau and Frank Laskowski , “Using Case-Based Reasoning to improve Information Retrieval in Knowledge Management Systems”.
Vikram Singh, Balwinder Saini, “An Effective Pre-Processing Algorithm for Information Retrieval Systems”, January 2015 DOI: 10.5121/ijdms.2014.6602
K. D. Onal, Y. Zhang, I. S. Altingovde, M. M. Rahman, P. Karagoz, 1010 A. Braylan, B. Dang, H.-L. Chang, H. Kim, Q. Mcnamara, A. Angert, E. Banner, V. Khetan, T. Mcdonnell, A. T. Nguyen, D. Xu, B. C. Wallace, M. Rijke, M. Lease, “Neural information retrieval: At the end of the early years”, Inf. Retr. 21 (2-3) (2018) 111–182.
BhaskarMitra, Nick Craswell, “An Introduction to Neural Information Retrieval”, Volume 13, Issue 1, 2019
Mang’areFridah Nyamisa, WaweruMwangi, Wilson Cheruiyot, “A Survey of Information Retrieval Techniques”, November 28, 2017
Ashwini Deshmukh ,Gayatri Hegde “A Literature Survey on Latent Semantic Indexing” Volume 1, Issue 4 (September 2012)
George Tsatsaronis and Vicky Panagiotopoulou, “A Generalized Vector Space Model for Text Retrieval Based on Semantic Relatedness” .
B. A. Ribeiro-Neto and R. Muntz, "A brief network model for IR," in 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Zurich, 1996, pp. 235-260.
DOI: https://doi.org/10.26483/ijarcs.v11i0.6535
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