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Title: :  Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization
PaperId: :  10708
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-10708
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ritesh Kumar ShahPh.D Scholar,
Dr. Suresh JainPrestige Institute of Engineering Management & Research

Abstract

Computer Engineering
- Ontology, Information Extraction, Feature Vector, CSVM, Domain
Information extraction and optimization play vital role in semantic web mining. Semantic web mining process proceeds the better way information retrieval over the ocean of internet database. In this paper design model of information optimization using feature vector optimization. The feature vector optimization process reduces the relational key constraints for the categorization of information for retrieval. Relative information categorization increases the hit ratio of retrieving data. For the better categorization of relative information used cascaded support vector machine. The cascaded support vector machine is two stages multi-kernel-based classification process. The two-stage support vector machine reduces the semantic gap between the search query and internet database. The design model removes the bottleneck of relational constraints of the post mining process. The feature vector optimization is used to find optimal attribute for the label of the cascaded support vector machine. The labeled class of support vector machine map the domain ontology database

Citations

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IJARIIE Ritesh Kumar Shah, and Dr. Suresh Jain. "Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 1911-1918
MLA Ritesh Kumar Shah, and Dr. Suresh Jain. "Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 1911-1918.
APA Ritesh Kumar Shah, & Dr. Suresh Jain. (2017). Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 1911-1918.
Chicago Ritesh Kumar Shah, and Dr. Suresh Jain. "Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 5 (2017) : 1911-1918.
Oxford Ritesh Kumar Shah, and Dr. Suresh Jain. 'Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, 2017, p. 1911-1918. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Model_for_Information_Extraction_and_Information_Retrieval_Based_on_Cascaded_Support_Vector_Machine_and_Feature_Vector_Optimization_ijariie10708.pdf (Accessed : 27 June 2020).
Harvard Ritesh Kumar Shah, and Dr. Suresh Jain. (2017) 'Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 1911-1918IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Model_for_Information_Extraction_and_Information_Retrieval_Based_on_Cascaded_Support_Vector_Machine_and_Feature_Vector_Optimization_ijariie10708.pdf (Accessed : 27 June 2020)
IEEE Ritesh Kumar Shah, and Dr. Suresh Jain, "Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, pp. 1911-1918, Sep-Oct 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Model_for_Information_Extraction_and_Information_Retrieval_Based_on_Cascaded_Support_Vector_Machine_and_Feature_Vector_Optimization_ijariie10708.pdf [Accessed : 27 June 2020].
Turabian Ritesh Kumar Shah, and Dr. Suresh Jain. "Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 (27 June 2020).
Vancouver Ritesh Kumar Shah, and Dr. Suresh Jain. Model for Information Extraction and Information Retrieval Based on Cascaded Support Vector Machine and Feature Vector Optimization. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 27 June 2020]; 3(5) : 1911-1918. Available from: http://ijariie.com/AdminUploadPdf/Model_for_Information_Extraction_and_Information_Retrieval_Based_on_Cascaded_Support_Vector_Machine_and_Feature_Vector_Optimization_ijariie10708.pdf
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