Information Retrieval Using Hadoop Big Data Analysis

被引:0
|
作者
Motwani, Deepak [1 ]
Madan, Madan Lal [2 ]
机构
[1] Mewar Univ, Dept CSE, Chitordgarh, Rajasthan, India
[2] Mewar Univ, Fac Engn & Technol, Chitordgarh, Rajasthan, India
关键词
D O I
10.1007/978-81-322-2367-2_51
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
This paper concern on big data analysis which is the cognitive operation of probing huge amounts of information in an attempt to get uncovers unseen patterns. Through Big Data Analytics Applications such as public and private organization sectors have formed a strategic determination to turn big data into cut throat benefit. The primary occupation of extracting value from big data give rise to a process applied to pull information from multiple different sources; this process is known as extract transforms and lode. This paper approach extract information from log files and Research Paper, awareness reduces the efforts for blueprint finding and summarization of document from several positions. The work is able to understand better Hadoop basic concept and increase the user experience for research. In this paper, we propose an approach for analysis log files for finding concise information which is useful and time saving by using Hadoop. Our proposed approach will be applied on different research papers on a specific domain and applied for getting summarized content for further improvement and make the new content.
引用
下载
收藏
页码:409 / 415
页数:7
相关论文
共 50 条
  • [21] A Big Data Framework for Mining Sensor Data Using Hadoop
    El-Shafeiy, Engy A.
    El-Desouky, Ali I.
    STUDIES IN INFORMATICS AND CONTROL, 2017, 26 (03): : 365 - 376
  • [22] Resilient Distributed Computing Platforms for Big Data Analysis Using Spark and Hadoop
    Chang, Bao Rong
    Tsai, Hsiu-Fen
    Wang, Yo-Ai
    Huang, Chien-Feng
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION (ICASI), 2016,
  • [23] Modeling and Analysis of Hadoop MapReduce Systems for Big Data Using Petri Nets
    Chiang, Dai-Lun
    Wang, Sheng-Kuan
    Wang, Yu-Ying
    Lin, Yi-Nan
    Hsieh, Tsang-Yen
    Yang, Cheng-Ying
    Shen, Victor R. L.
    Ho, Hung-Wei
    APPLIED ARTIFICIAL INTELLIGENCE, 2021, 35 (01) : 80 - 104
  • [24] Big Data Analysis: Recommendation System with Hadoop Framework
    Verma, Jai Prakash
    Patel, Bankim
    Patel, Atul
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION TECHNOLOGY CICT 2015, 2015, : 92 - 97
  • [25] Hadoop Distributed File System for Big data analysis
    Almansouri, Hatim Talal
    Masmoudi, Youssef
    PROCEEDINGS OF 2019 IEEE 4TH WORLD CONFERENCE ON COMPLEX SYSTEMS (WCCS' 19), 2019, : 257 - 261
  • [26] Efficient Information Retrieval using Lucene, LIndex and HIndex in Hadoop
    Mathew, Anita Brigit
    Pattnaik, Priyabrat
    Kumar, S. D. Madhu
    2014 IEEE/ACS 11TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2014, : 333 - 340
  • [27] A Big Data Hadoop Architecture for Online Analysis.
    Lakavath, Suresh
    Naik, Ramlal L.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2015, 15 (11): : 58 - 62
  • [28] User-centered Information Retrieval using Semantic Multimedia Big Data
    Rinaldi, Antonio M.
    Russo, Cristiano
    2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 2304 - 2313
  • [29] Intelligent Retrieval System of Ship Fault Information Based on Big Data Analysis
    Zeng, Chi
    JOURNAL OF COASTAL RESEARCH, 2020, : 882 - 886
  • [30] Intelligent Retrieval System for Ship Fault Information Based on Big Data Analysis
    Sheng, Hongyu
    Wang, Xinqiang
    JOURNAL OF COASTAL RESEARCH, 2019, : 1019 - 1025