Volume-2 , Issue-5 , Oct 2014, ISSN 2320-7639 (Online) Go Back

• Open Access   Article

  Web Text Content Extraction and Classification using Naïve Bayes Classifier Algorithm

  Sanjay S Bhadoria and Rajendra Kumar Patel

  Research Paper | Isroset-Journal (IJSRCSE)

  Vol.2 , Issue.5 , pp.1-4, Sep-2014

  Abstract

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  Abstract
  The Web today contains lots of information about subjects such as people, companies, organizations, products, etc. That may be of wide interest. Text mining is the technique that helps users to find useful information from a large amount of digital text documents on the Web or databases. This paper discusses The naive Bayes classifier algorithm of how to follow the appointed website or web page according to users request and in Internet by extraction on web mining.

  Key-Words / Index Term
  Classification, Text Extraction, Link Crawler, Data Mining

  References
  [01] Shaun Yin Gang Wang Yaqui Qiu Weiqun Zhang. ‖ Research and Implement of Classification Algorithm on Web Text Mining‖. IEEE.(2007)446-449
  [02] Choi, B. and Peng, X., 2004. Dynamic and Hierarchical Classification of Web Pages. Online Information Review, Vol. 28, No. 2, pp. 139-147.
  [03] Sam, L. Z., Maarof, M. A. B. and Selamat, A., 2006. Automated Web Pages Classification with Independent Component Analysis. Proceedings of the Postgraduate Annual Research Seminar. Vol. 1, pp. 466-469.
  [03]. M. Castellano, G. Mastronardi, A. Aprile, and G. Tarricone ‖A Web Text Mining Flexible Architecture‖. World Academy of Science, Engineering and Technology 32 2007
  [04] Catarina Silva, Bernardete Ribeiro ―Margin-based Active Learning and Background Knowledge in Text Mining‖.Proceedings of the Fourth International Conference on Hybrid Intelligent Systems (HIS‘04)IEEE
  [05] Weiguo Fan1, Linda Wallace, Stephanie Rich, Zhongju Zhang ―Tapping into the Power of Text Mining‖.
  [06] http://tartarus.org/~martin/PorterStemmer
  [08] http://www.htmlparser.com
  [09] Mahadevan, I., Karuppasamy, S. and Ramasamy, R., 2009. Resource Optimization in Automatic Web Page Classification using Integrated Feature Selection and Machine Learning. International Arab Journal of e-Technology, Vol. 1, No. 1, pp. 19-28.
  [10] Zhang, B., Xu, M. and Xiu, L., 2012. A Web Site Classification Approach Based on its Topological Structure. International Journal on Asian Language Processing. Vol. 20, No. 2, pp. 75-86.
  

  Citation
  Sanjay S Bhadoria and Rajendra Kumar Patel, "Web Text Content Extraction and Classification using Naïve Bayes Classifier Algorithm," International Journal of Scientific Research in Computer Science and Engineering, Vol.2, Issue.5, pp.1-4, 2014

• Open Access   Article

  Unconstrained EOQ Analysis of a Furniture Mall - A Case Study of Bellwether Furniture

  Manminder Singh Saluja

  Research Paper | Isroset-Journal (IJSRCSE)

  Vol.2 , Issue.5 , pp.5-9, Sep-2014

  Abstract

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  Citation

  Abstract
  Indian economy had been growing fast over last 25 years leading to sharp rise in household incomes. The reality boom in the country had resulted in high demand for stylish furniture. Bellwether Furniture, a leading furniture mall of India has been actively fulfilling this demand. This had created a tough challenge of managing fast inventory flow. The paper had tried to find out the best inventory level for the mall for their product - TV units. The primary data on inventory of TV units was collected from the firm for financial year 2013-14. This was analyzed using unconstraint EOQ model for cost minimization. It was found that in unconstraint conditions Bellwether will need to invest total of Rs. 49, 08, 869.77 on its TV units with maximum investment of Rs. 6,65,195.98 for maintaining 89 units of model no 43XXX for minimizing its total cost on this product line of TV units.

  Key-Words / Index Term
  EOQ, Inventory Management, Bellwether Furniture, Cost Minimization

  References
  [1]. Brimberg, Jack and Hurley, W.J. (2006), "A Note on The Assumption of Constant Order Size in The Basic EOQ Model", Production and Operations Management, Vol. 15, No. 1, Spring, pp. 171-172
  [2]. Bill, Percy H. and Chaouch, Ben A. (1995), "An EOQ Model With Random Variations in Demand", Management Science, Vol. 41, No. 5, May, pp. 927-936
  [3]. Ouyang, Liyang -Yuh; Wu, Kun-Shan; Yang, Chih-Te; (2007), "An EOQ Model With Limited Storage Capacity Under Trade Credits", Asia-Pacific Journal of Operation Research, Vol. 24, No.4, 575-592
  [4]. Smith Stephen A. and Agrawal, Narendra (2000), "Management of Multi-Item Retail Inventory Systems With Demand Substitution", Operations Research, Vol. 48, No. 1, January - February, 050-064
  [5]. Liberatore, Mathew J. (1979), "The EOQ Model Under Stochastic Lead Time", Operations Research, Vol. 27, No. 2, March - April, 391-396
  [6]. Alinovi, A., Bottani, E., Montanari R., (2012), "Reverse Logistics: A Stochastic EOQ- Based Inventory Control Model For Mixed Manufacturing/ Remanufacturing Systems With Return Policies", International Journal of Production Research, Vol. 50, No. 5, March, 1243-1264.
  

  Citation
  Manminder Singh Saluja, "Unconstrained EOQ Analysis of a Furniture Mall - A Case Study of Bellwether Furniture," International Journal of Scientific Research in Computer Science and Engineering, Vol.2, Issue.5, pp.5-9, 2014