Solving Hanging Relevancy Using Genetic Algorithm

被引:0
|
作者
Singh, Ashutosh Kumar [1 ]
Kumar, Ravi P. [1 ]
Leng, Alex Goh Kwang [1 ]
机构
[1] Curtin Univ, Dept Elect & Comp Engn, Miri, Malaysia
来源
2012 2ND INTERNATIONAL CONFERENCE ON UNCERTAINTY REASONING AND KNOWLEDGE ENGINEERING (URKE) | 2012年
关键词
Hanging Pages; Hanging Relevancy; PageRank; Genetic Algorithm;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Continuous growth of hanging pages with Web makes a significant problem for ranking in the information retrieval. Exclusion of these pages in ranking calculation can give biased/inconsistent result. On the other hand inclusion of these pages will reduce the speed significantly. However most of the IR ranking algorithms exclude the hanging pages. But there are relevant and important hanging pages on the Web and they cannot be ignored because of the complexity in computation and time. In our proposed method, we include the relevant hanging pages in the ranking. Relevancy or non-relevancy of hanging pages is achieved by application of Genetic Algorithm (GA).
引用
收藏
页码:9 / 12
页数:4
相关论文
共 50 条
  • [1] Efficient Methodologies to Determine the Relevancy of Hanging Pages Using Stability Analysis
    Kumar, P. Ravi
    Leng, Alex Goh Kwang
    Singh, Ashutosh Kumar
    Mohan, Anand
    CYBERNETICS AND SYSTEMS, 2016, 47 (05) : 376 - 391
  • [2] Solving the Vehicle Routing Problem using Genetic Algorithm
    Masum, Abdul Kadar Muhammad
    Shahjalal, Mohammad
    Faruque, Md. Faisal
    Sarker, Md. Iqbal Hasan
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2011, 2 (07) : 126 - 131
  • [3] Solving batch production scheduling using genetic algorithm
    Wu, LY
    Hu, YD
    Xu, DM
    Hua, B
    PROCESS SYSTEMS ENGINEERING 2003, PTS A AND B, 2003, 15 : 648 - 653
  • [4] Rough Sets and Genetic Algorithm Using for Diagnostic Problems Solving
    Altahr, Sakena Saied Alsadig
    Gallova, Stefania
    WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, WCECS 2015, VOL II, 2015, : 787 - 790
  • [5] Solving the assignment problem using genetic algorithm and simulated annealing
    Sahu, Anshuman
    Tapadar, Rudrajit
    IMECS 2006: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, 2006, : 762 - +
  • [6] Solving matrix game with rough payoffs using genetic algorithm
    Roy, Sankar Kumar
    Mula, Prasanta
    OPERATIONAL RESEARCH, 2016, 16 (01) : 117 - 130
  • [7] Solving an assembly sequence optimisation problem using the genetic algorithm
    Alharbi, Fawaz
    Wang, Qian
    2018 INTERNATIONAL CONFERENCE ON ELECTRONICS, CONTROL, OPTIMIZATION AND COMPUTER SCIENCE (ICECOCS), 2018,
  • [8] Solving expert assignment problem using improved genetic algorithm
    Li, Na-Na
    Zhang, Jian-Nan
    Gu, Jun-Hua
    Liu, Bo-Ying
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 934 - +
  • [9] Solving an Industrial Shop Scheduling Problem Using Genetic Algorithm
    Moghadam, Ali Mokhtari
    Wong, Kuan Yew
    Piroozfard, Hamed
    Asl, Ali Derakhshan
    Hutajulu, Tiurmai Shanty
    MATERIALS, INDUSTRIAL, AND MANUFACTURING ENGINEERING RESEARCH ADVANCES 1.1, 2014, 845 : 564 - 568
  • [10] Solving matrix game with rough payoffs using genetic algorithm
    Sankar Kumar Roy
    Prasanta Mula
    Operational Research, 2016, 16 : 117 - 130