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Big Data Analytics

Second International Conference, BDA 2013, Mysore, India, December 16-18, 2013, Proceedings

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Vasudha Bhatnagar

    1. Department of Computer Science, South Asian University, Chanakyapuri, India

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  2. Srinath Srinivasa

    1. International Institute of Information Technology, Bangalore, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8302)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: BDA 2013.

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About this book

This book constitutes the thoroughly refereed conference proceedings of the Second International Conference on Big Data Analytics, BDA 2013, held in Mysore, India, in December 2013. The 13 revised full papers were carefully reviewed and selected from 49 submissions and cover topics on mining social media data, perspectives on big data analysis, graph analysis, big data in practice.

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Table of contents (13 papers)

  1. Front Matter

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  2. Mining Social Media Data

    1. Tutorial : Social Media Analytics

      • Sameep Mehta, L. V. Subramaniam
      Pages 1-21

    2. Temporal Analysis of User Behavior and Topic Evolution on Twitter

      • Mona Jain, S. Rajyalakshmi, Rudra M. Tripathy, Amitabha Bagchi
      Pages 22-36

    3. Stylometric Analysis for Authorship Attribution on Twitter

      • Mudit Bhargava, Pulkit Mehndiratta, Krishna Asawa
      Pages 37-47

    4. Copyright Infringement Detection of Music Videos on YouTube by Mining Video and Uploader Meta-data

      • Swati Agrawal, Ashish Sureka
      Pages 48-67

  3. Perspectives on Big Data Analytics

    1. High Dimensional Big Data and Pattern Analysis: A Tutorial

      • Choudur K. Lakshminarayan
      Pages 68-85

    2. The Role of Incentive-Based Crowd-Driven Data Collection in Big Data Analytics: A Perspective

      • Anirban Mondal
      Pages 86-96

    3. Discovering Quasi-Periodic-Frequent Patterns in Transactional Databases

      • R. Uday Kiran, Masaru Kitsuregawa
      Pages 97-115

  4. Graph Analytics

    1. Challenges and Approaches for Large Graph Analysis Using Map/Reduce Paradigm

      • Soumyava Das, Sharma Chakravarthy
      Pages 116-132

    2. Complex Network Characteristics and Team Performance in the Game of Cricket

      • Rudra M. Tripathy, Amitabha Bagchi, Mona Jain
      Pages 133-150

    3. Visualization of Small World Networks Using Similarity Matrices

      • Saima Parveen, Jaya Sreevalsan-Nair
      Pages 151-170

  5. Big Data in Practice

    1. Demonstrator of a Tourist Recommendation System

      • Erol Elisabeth, Richard Nock, Fred Célimène
      Pages 171-175

    2. Performance Comparison of Hadoop Based Tools with Commercial ETL Tools – A Case Study

      • Sumit Misra, Sanjoy Kumar Saha, Chandan Mazumdar
      Pages 176-184

    3. Pattern Recognition in Large-Scale Data Sets: Application in Integrated Circuit Manufacturing

      • Choudur K. Lakshminarayan, Michael I. Baron
      Pages 185-196

  6. Back Matter

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Other volumes

  1. Big Data Analytics

Editors and Affiliations

  • Department of Computer Science, South Asian University, Chanakyapuri, India

    Vasudha Bhatnagar

  • International Institute of Information Technology, Bangalore, India

    Srinath Srinivasa

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