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Enhancing Retrieval Effectiveness Of Malay Documents By Exploiting Implicit Semantic Relationship Between Words ...
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Enhancing Retrieval Effectiveness Of Malay Documents By Exploiting Implicit Semantic Relationship Between Words ...
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Abstract:
Phrases has a long history in information retrieval, particularly in commercial systems. Implicit semantic relationship between words in a form of BaseNP have shown significant improvement in term of precision in many IR studies. Our research focuses on linguistic phrases which is language dependent. Our results show that using BaseNP can improve performance although above 62% of words formation in Malay Language based on derivational affixes and suffixes. ... : {"references": ["Atlam, E.S., Fuketa, M., Morita, K., & Aoe, J., Documents Similarity\nMeasurement Using Field Association Terms, Information Processing\nand Management Journal, 39, 2003, pp. 809-824.", "Baeza-Yates, R & Ribeiro-Neto, B., Modern Information Retrieval,\nAddison-Wesley, New York, 1999.", "Croft, W. B., User-specified Domain Knowledge for Document\nRetrieval, Proceedings Of The ACM Conference On Research And\nDevelopment In Information Retrieval, 1986, pp. 201-206.", "Fatimah A., A Malay Language Document Retrieval System: An\nExperimental Approach And Analysis, Ph.D Thesis, Universiti\nKebangsaan Malaysia, 1995", "Fagan, J. L, Experiments in Automatic Phrase Indexing for Document\nRetrieval: A Comparison of Syntactic and Non-Syntactic Methods, Ph.D.\nThesis, Department of Computing Science, Cornell University, Ithica,\nNew York, 1987.", "Lewis, D.D. and Jones, K.S., Natural Language Processing for\nInformation Retrieval, Communication of the ACM, Vol 39 No. 1 , 1996,\npp. 92-100.", ...
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Keyword:
Conceptual Indexing.; Information Retrieval; Malay Language; Retrieval Effectiveness; Semantic Relationship
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URL: https://dx.doi.org/10.5281/zenodo.1062042 https://zenodo.org/record/1062042
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Enhancing Retrieval Effectiveness of Malay Documents by Exploiting Implicit Semantic Relationship between Words
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In: http://www.waset.org/pwaset/v10/v10-18.pdf
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BASE
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Enhancing Retrieval Effectiveness of Malay Documents by Exploiting Implicit Semantic Relationship between Words
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In: http://www.waset.org/journals/waset/v10/v10-18.pdf
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BASE
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