extraction and analysis of publication data of conferences - icacce 2015

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Extraction and Analysis of Publication Data of Conferences Authors:- Sushil Gurung, Sohom Ghosh, Jayant Jaiswal and Partha Basuchowdhuri Presented by:- Sohom Ghosh Article id:- 315 2 nd IEEE International Conference on Advances in Computing & Communication Engineering (ICACCE-2015) 1-2 May, 2015 Tula’s Institute, Dehradun, India.

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Page 1: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Extraction and Analysis of Publication Data of Conferences

Authors:- Sushil Gurung, Sohom Ghosh, Jayant Jaiswal and Partha Basuchowdhuri

Presented by:- Sohom Ghosh

Article id:- 315

2nd IEEE International Conference on Advances in Computing & Communication Engineering (ICACCE-2015)

1-2 May, 2015

Tula’s Institute, Dehradun, India.

Page 2: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Introduction

• Extraction of publication data for Conference from their respective

websites and DBLP.

• Construction and Examination of co-authorship networks from this

data.

• Distribution of Publication Frequency.

• Analysis of the effect of presence of an author as a member of

programme committee (PC).

• Dependence of acceptance of a paper in a conference on local influence.

• Comprehension of the underlying network dynamics.

Page 3: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Distribution of Publication Frequency

Page 4: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Overall Distribution of Publications

Page 5: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Analysis of Co-authorship Network

Page 6: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Top 5 Connected Components of the Conferences

Page 7: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Dependence of Conference on Local Influence

Page 8: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Conclusion & Future Work

• Extraction of possible set of features on which the acceptance of a

paper depend.

• Predicting possible set of papers that will be accepted in future.

• Automated Recommendation System for researchers to help them in

find a conference where his paper is supposed to get accepted with

high probability.

Page 9: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

References

1. G Pant, P Srinivasan and F Menczer, In Web Dynamics: Adapting to Change in

Content, Size, Topology and Use. Edited by M. Levene and A. Poulovassilis, Springer-

Verlag, Pp 153–178, Information relating to Data Mining Conferences extracted from

DBLP website on January 2014.

2. R. D. Castro and J. Grossman, Famous trails to Paul Erdos, MATHINT:The

Mathematical Intelligencer, Volume 21, Issue 3, pp 51-53, 1999.

3. S Klink, P Reuther, A Weber, B Walter and M Ley, Analysing Social Networks Within

Bibliographical Data, Database and Expert Systems Applications, Lecture Notes in

Computer Science Volume 4080, pp 234-243, 2006.

4. T H. Cormen, C E. Leiserson, R L. Rivest, and C Stein, Introduction to Algorithms,

Second Edition, MIT Press and McGraw-Hill, Section 22.3:

5. Depth-first search, pp. 540549; Chapter 21: Data structures for Disjoint Sets, pp

498524 2001.

Page 10: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

References (contd…)

6. J Han, Mining Heterogeneous Information Networks by Exploring the Power of

Links, DS 2009, LNAI 5808, pp. 1330, 2009.

7. M.E.J. Newman, Who is the connected scientist? A study of scientific coauthorship

networks, Complex networks, Springer, 2004.

8. X Liu, J Bollen, M L. Nelson and H V de Sompel, CoAuthorship Networks in the

Digital Library Research Community, Information Processing & Management, Volume

41, Issue 6, pp. 14621480, December 2005.

9. J Hopcroft, R Tarjan, Efficient algorithms for graph manipulation, Communications

of the ACM 16 (6): pp. 372378, 1973.

10. Li Zhai, Xiujuan Li, Xiangbin Yan, Weiguo Fan, Evolutionary analysis of

collaboration networks in the field of information systems, Scientometrics Volume 101,

Issue 3, pp. 1657-1677, 2014.

Page 11: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Thank You

Page 12: Extraction and Analysis of Publication Data of Conferences - ICACCE 2015

Questions & Answers

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