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Reseach Article

A Ranking Algorithm for News Data Streams

by Bhavana Mahour, Akhilesh Tiwari
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 94 - Number 6
Year of Publication: 2014
Authors: Bhavana Mahour, Akhilesh Tiwari
10.5120/16351-5683

Bhavana Mahour, Akhilesh Tiwari . A Ranking Algorithm for News Data Streams. International Journal of Computer Applications. 94, 6 ( May 2014), 46-50. DOI=10.5120/16351-5683

@article{ 10.5120/16351-5683,
author = { Bhavana Mahour, Akhilesh Tiwari },
title = { A Ranking Algorithm for News Data Streams },
journal = { International Journal of Computer Applications },
issue_date = { May 2014 },
volume = { 94 },
number = { 6 },
month = { May },
year = { 2014 },
issn = { 0975-8887 },
pages = { 46-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume94/number6/16351-5683/ },
doi = { 10.5120/16351-5683 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:16:56.483118+05:30
%A Bhavana Mahour
%A Akhilesh Tiwari
%T A Ranking Algorithm for News Data Streams
%J International Journal of Computer Applications
%@ 0975-8887
%V 94
%N 6
%P 46-50
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

With the advent of internet, print media such as newspapers and magazines have been moving themselves to websites providing news on the go. Also some people prefer news on the net more as pictures along with video is available in it, also we can search a particular topic. In this paper we suggest a ranking algorithm that exploits the dependency between the rank of news article, topic and source by the help of a virtual graph model. We also add the imitating or copying of new articles to revise the ranking of a source or article. Our complexity is linear and for starters we have just added the national news channels in our algorithm. To validate our algorithm we use huge manual data collecting news from national news websites.

References
  1. Xi Mao, Wein Chen, "A Method For Ranking News Sources, Topic And Articles," In proceeding of the 2nd International Conference On Computer Engineering And Technology (IEEE), 2010 vol. 4.
  2. Gianna M. Del Corso, Antonio Gulli, Francesco Romani, "Ranking A Stream Of News," In proceeding of The International World Wide Web Conference Committee (IW3C2) 2005.
  3. Dilip Kumar Sharma, A. K. Sharma, "A Comparative Analysis Of Web Page Ranking Algorithm. " In proceeding of the International Journal On Computer Science And Engineering 2010 vol. 02.
  4. L. Page, S. Brin, R. Motwani,And T. Winograd. The Pagerank Citation Ranking: Bringing Order To The Web. Technical Report, Standford Digital Library Technologies Project, 1998.
  5. X. F. Liu, C. B. Chen and Y. S. Liu, "Algorithm For Ranking News," In Proceeding Of The Third International Conference On Semantics, Knowledge And Grid, 2007.
  6. K. Berberich, M. Vazirgianins and G. Weikum," T-Rank: time aware authority ranking," In Proceeding Of The WAW 2004.
  7. R. Lempel and S. Moran, :The Stochastic Approach For Link-Structure Analysis(SALSA) And The TKC Effect, "In proceeding of the 9th International World Wide Web Conference, 2000.
  8. J. Kleinberg, "authoritative sources in a hyper-linked environment, "In proceeding of the 9th ACM-SIAM symposium on discrete algorithm 1998
  9. R. Kosala And H. Blockeel, "Web Mining Research: A Survey", In ACM SIGKDD Explorations, 2(1), PP. 1–15, 2000.
  10. Harmunish Taneja, Richa Gupta "Web Information Retrieval Using Query Independent Page Rank Algorithm". 2010
  11. Xin Li, Bing Liu, Philip Yu "Time Sensitive Ranking with Application to Publication Search". 2008
  12. Xiang Lian And Lei Chen , "Ranked Query Processing In Uncertain Databases", In IEEE KDE, Vol. 22, No. 3, March 2010.
  13. Shiguang Ju, Zheng Wang, Xia Lv, "Improvement of Page Ranking Algorithm Based on Timestamp and Link". 2008
  14. Robin Sharma, Ankita Kandpa, Priyanka Bhakuni, Rashmi Chauhan, R. H. Goudar "Web Page Indexing Through Page Ranking For Effective Semantic Search" 2012.
  15. Ling Wan, Si-Xue Bai "An Improvement Of Pagerank Algorithm Based On The Time-Activity-Curve".
Index Terms

Computer Science
Information Sciences

Keywords

News Ranking articles source topic Time aware algorithm