Big Data Analytics

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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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.

• Twitter
• complex networks
• graph algorithms
• machine learning
• social web
• algorithm analysis and problem complexity

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

  Vasudha Bhatnagar

• International Institute of Information Technology, Bangalore, India

  Srinath Srinivasa

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