DocumentCode
3486916
Title
Ranking documents using similarity-based PageRanks
Author
Hatakenaka, Shota ; Miura, Takao
Author_Institution
Dept. of Electr. & Electr. Eng., Hosei Univ., Tokyo, Japan
fYear
2011
fDate
23-26 Aug. 2011
Firstpage
19
Lastpage
24
Abstract
In this investigation we propose a new ranking algorithm for documents based on popularity. Considering similarity as virtual links, we introduce structural aspects among documents. Then, by means of authoritative importance or popularity, we obtain ranking scheme based on PageRank algorithm. We discuss experimental results to examine the effectiveness and some applications.
Keywords
document handling; information retrieval; document ranking; similarity-based PageRanks; virtual links; Algorithm design and analysis; Equations; Games; Mathematical model; Stochastic processes; Symmetric matrices; Web pages; Document Ranking; PageRank; Similarity; TF∗IDF Querying Documents using Similarity-based Ranks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Computers and Signal Processing (PacRim), 2011 IEEE Pacific Rim Conference on
Conference_Location
Victoria, BC
ISSN
1555-5798
Print_ISBN
978-1-4577-0252-5
Electronic_ISBN
1555-5798
Type
conf
DOI
10.1109/PACRIM.2011.6032861
Filename
6032861
Link To Document