A Design Model of Community Aware Ranking Algorithms for Expert Recommendation in Question Answer Forums

Authors

  • Shraddha A. Borkar  Department of Computer Science & Engineering, BDCE, Sevagram Wardha, Maharashtra, India
  • Dr. Sudhir W. Mohod  Professor & HOD Department of Computer Science & Engineering, Amravati, Maharashtra, India
  • A. D. Gotmare  Assistant Professor, Department of Computer Science & Engineering, BDCE, Sevagram ,Wardha, Maharashtra, India

Keywords:

Question-Answer forums, Expert identification, Overlapping community detection, Ranking algorithms.

Abstract

Question and Answer forums play an important role in our daily lives of sharing information and knowledge. Users post questions and then select questions to answer in the system. Due to the rapidly growing number of users and the number of questions, it is unlikely that the user will accidentally trip over the question to answer. high quality responses during a short wait. The main purpose of this paper is to improve the effectiveness of Q&A systems by sending queries to competent and willing users to answer questions. To date, we have developed and implemented Q&A .Question and Answer Forums (QAF) are important platforms for disseminating informal information and play an important role in problem solving and learning. Expert identification is still limited and links analysis methods do not take into account the size of the community.

References

  1. Haiying Shen;Guoxin Liu;Haoyu Wang;Nikhil Vithlani “Online social network based question and answer system IEEE 2017”.
  2. H. Shen, Z. Li, G. Liu, and J. Li, "SOS: A distributed mobile Q&A system based on social networks," IEEE Trans. Parallel Distrib. Syst., vol. 25, no. 4, pp. 1066–1077, Apr. 2014
  3. Answers.com. Accessed: Feb. 2017. OY. Lin and H. Shen, "SmartQ: A question and answer system for supplying high-quality and trustworthy answers," in Proc. IEEE Trans. Big Data, Aug. 2017 httpReceived August 31, 2018, accepted September 21, 2018, date of publication September 28, 2018.
  4. H. Shen, Z. Li, G. Liu, and J. Li, "SOS: A distributed mobile Q&A system based on social networks" IEEE Trans. Parallel Distrib. Syst., vol. 25, no. 4, pp. 1066–1077, Apr. 2014
  5. G. Liu and H. Shen, "iASK: A distributed Q&A system incorporating social community and global collective intelligence," IEEE Trans. Parallel Distrib. Syst., vol. 28, no. 5, pp. 1–14, May 2016.
  6. I. Ali, R. Y. Chang, J.-C. Chuang, C.-H. Hsu, and C. M. Yetis, "Optimal question answering routing in dynamic online social networks," in Proc. IEEE VTC, Sep. 2017, pp. 1–7.
  7. L. Zhang, X.-Y. Li, J. Lei, J. Sun, and Y. Liu, "Mechanism design for finding experts using locally constructed social referral Web," IEEE Trans. Parallel Distrib. Syst., vol. 26, no. 8, pp. 2316–2326, Aug. 201

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

Downloads

Published

2021-03-27

Issue

Volume 8, Issue 1, March-April-2021

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Shraddha A. Borkar, Dr. Sudhir W. Mohod, A. D. Gotmare, " A Design Model of Community Aware Ranking Algorithms for Expert Recommendation in Question Answer Forums" International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 8, Issue 1, pp.120-124, March-April-2021.