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Title: :  PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA
PaperId: :  1908
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 2 2016
DUI:    16.0415/IJARIIE-1908
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
R.C.PadmajaSri vidya college of engineering and technology
N.VenkatesanSri vidya college of engineering and technology

Abstract

Datamining
Pattern mining, High Level Algorithm, Dictionary generation and Anchor words.
In data mining, pattern based approaches are employed which comes under the topic of mining. From input dataset the mining topics are collected and each document must contain at least a title. The selected title must be suitable to the document content. The process of topic selection by the humans requires more time. But the time consumption is reduced by the system since it finds a suitable title in a short period of time. Therefore some rules are developed and given to the system. According to the rules the system can choose a topic suitable to the document. For that the high level algorithm is used in the proposed system. The two things such as the dictionary and the anchor words are so essential to the high level algorithm. At first, it is necessary to consider the preprocessing operation that contains two major things like stop words and stemming. The preprocessed data is obtained by removing the stop words and the suffix from the dataset. Then the dictionary generation process is initiated and the hundreds and thousands of files are given as the input to the system. The dictionary is generated by taking input words from all the input files. Thus the dictionary comprises all the words present in all the documents. Then the anchor words are considered which are chosen on the basis of support count. In dictionary the anchor words are searched and chose the topic for all the documents. This technique requires relatively low time consumption which gives the better results when compared to the existing systems.

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IJARIIE R.C.Padmaja, and N.Venkatesan. "PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 2 2016 Page 1401-1408
MLA R.C.Padmaja, and N.Venkatesan. "PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA." International Journal Of Advance Research And Innovative Ideas In Education 2.2(2016) : 1401-1408.
APA R.C.Padmaja, & N.Venkatesan. (2016). PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA. International Journal Of Advance Research And Innovative Ideas In Education, 2(2), 1401-1408.
Chicago R.C.Padmaja, and N.Venkatesan. "PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 2 (2016) : 1401-1408.
Oxford R.C.Padmaja, and N.Venkatesan. 'PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, 2016, p. 1401-1408. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PATTERN_BASED_TOPICS_FOR___DOCUMENT_MODELLING_USING_HLA_ijariie1908.pdf (Accessed : 01 July 2016).
Harvard R.C.Padmaja, and N.Venkatesan. (2016) 'PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA', International Journal Of Advance Research And Innovative Ideas In Education, 2(2), pp. 1401-1408IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PATTERN_BASED_TOPICS_FOR___DOCUMENT_MODELLING_USING_HLA_ijariie1908.pdf (Accessed : 01 July 2016)
IEEE R.C.Padmaja, and N.Venkatesan, "PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, pp. 1401-1408, Mar-App 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/PATTERN_BASED_TOPICS_FOR___DOCUMENT_MODELLING_USING_HLA_ijariie1908.pdf [Accessed : 01 July 2016].
Turabian R.C.Padmaja, and N.Venkatesan. "PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 2 (01 July 2016).
Vancouver R.C.Padmaja, and N.Venkatesan. PATTERN-BASED TOPICS FOR DOCUMENT MODELLING USING HLA. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 01 July 2016]; 2(2) : 1401-1408. Available from: https://ijariie.com/AdminUploadPdf/PATTERN_BASED_TOPICS_FOR___DOCUMENT_MODELLING_USING_HLA_ijariie1908.pdf
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