CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Delphi based Auto Narrator for Web and Mobile Traffic Analysis

by Paramjot Kaur Sarao, Puneet Mittal, Gursharan Singh Dhanjal
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 145 - Number 11
Year of Publication: 2016
Authors: Paramjot Kaur Sarao, Puneet Mittal, Gursharan Singh Dhanjal
10.5120/ijca2016910807

Paramjot Kaur Sarao, Puneet Mittal, Gursharan Singh Dhanjal . Delphi based Auto Narrator for Web and Mobile Traffic Analysis. International Journal of Computer Applications. 145, 11 ( Jul 2016), 17-25. DOI=10.5120/ijca2016910807

@article{ 10.5120/ijca2016910807,
author = { Paramjot Kaur Sarao, Puneet Mittal, Gursharan Singh Dhanjal },
title = { Delphi based Auto Narrator for Web and Mobile Traffic Analysis },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2016 },
volume = { 145 },
number = { 11 },
month = { Jul },
year = { 2016 },
issn = { 0975-8887 },
pages = { 17-25 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume145/number11/25322-2016910807/ },
doi = { 10.5120/ijca2016910807 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:48:31.420811+05:30
%A Paramjot Kaur Sarao
%A Puneet Mittal
%A Gursharan Singh Dhanjal
%T Delphi based Auto Narrator for Web and Mobile Traffic Analysis
%J International Journal of Computer Applications
%@ 0975-8887
%V 145
%N 11
%P 17-25
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Numbers do not make much sense while doing analysis. Unless they are supported with narratives, remarks, Interpretations, deductions and explanations of these numbers and figures. This is skilled task that can be accomplished by experts. In this research work, the authors have built an automatic data analysis narrator of web/mobile traffic data. The method employed is Delphi to identify requirements of customers for data analysis report’s ordering and using descriptive statistical analytical methods to build narration of web/mobile traffic. The reports are validated against the ground truth. The results show high level of acceptability of reports by users due to high recall and precision values.

References
  1. Narrative Science. (2016, April) narrativescience.com. [Online]. https://www.narrativescience.com/quill-engage
  2. Adobe. (2016, April) adobe.com. [Online]. http://www.adobe.com/in/marketing-cloud/web-analytics.html
  3. Stephen W. Littlejohn and Karen A. Foss, Theories of Human Communication, 10th ed. Long Grove, Illinois, USA: Waveland Press, 2010.
  4. Charlie Hargood, David E Millard, and Mark J Weal, "Investigating a thematic approach to narrative," in In DAH 09 at Hypertext 09, 20th ACM conference on Hyperetext and Hypermedia, Torino, Italy, 2009.
  5. R. Michael Young, "Story and discourse: A bipartite model of narrative generation in virtual worlds," in Interaction Studies: Social Behaviour and Communication in Biological and Artificial Systems, vol. 8, no. 2, pp. 177-208, 2006.
  6. Charles B. Callaway and James C. Lester, "Narrative Prose Generation," Artificial Intelligence, vol. 139, no. 2, pp. 213-252, August 2002.
  7. Pablo Gervás and Carlos León, "The Need for Multi-Aspectual Representation of Narratives in Modelling their Creative Process," in In Proceedings of International Workshop on Computational Models of Narrative, Quebec City, Canada, 2014, pp. 1-16.
  8. Takashi Ogata, Satoki Umehara, Sayaka Yamakage, Koji Ueda, and Yoshinori Hosaka, "Aspects of Narrative Discourse Process and Their Integration by Computer Simulation," University of Yamanashi, Japan, Takeda Kofu, Japan, technical report 2004.
  9. Craig A. Lindley, "Story and Narrative Structures in Computer Games", Brunhild Bushoff, Ed. Munich, Germany: High Text Verlag, 2005.
  10. Albert Gatt and Francois Portet, "Text content and task performance in the evaluation of a Natural Language Generation system," in In Proceedings of the International Conference on Recent Advances in Natural Language Processing, Borovets, Bulgaria, 2009, pp. 107-112.
  11. Google. Google Analytics - Mobile, Premium and Free Website Analytics – Google. [Online]. https://www.google.co.in/analytics
  12. Google. Google Analytics Google Developers. [Online]. https://developers.google.com/analytics
  13. Paramjot Kaur Sarao, Puneet Mittal, and Gursharan Singh Dhanjal. (2016) Questions. [Online]. http://paramjot.in/frontpages/questions
  14. Paramjot Kaur Sarao, Puneet Mittal, and Gursharan Singh Dhanjal. (2016) Scales. [Online]. http://paramjot.in/frontpages/scales
  15. Paramjot Kaur Sarao, Puneet Mittal, and Gursharan Singh Dhanjal. (2016) Responses. [Online]. http://paramjot.in/frontpages/responses
  16. Chia-Chien Hsu and Brian A. Sandford, "The Delphi Technique: Making Sense Of Consensus," Practical Assessment, Research & Evaluation, vol. 12, no. 10, pp. 1-8, 2007.
  17. Wikipediacontributors. (2016, January) en.wikipedia.org. [Online]. https://en.wikipedia.org/wiki/Fleiss%27_kappa
  18. Mamoon O.H. Saeed, "Web Development using Quality Function Deployment," University of Leeds, UK, Msc. information systems 2004.
  19. Paramjot Kaur Sarao, Puneet Mittal, and Gursharan Singh Dhanjal. (2016) Priority. [Online]. http://paramjot.in/frontpages/precedence
  20. Paramjot Kaur Sarao, Puneet Mittal, and Gursharan Singh Dhanjal. (2016) Priority of relevant questions. [Online]. http://paramjot.in/frontpages/relevantquestionsprecedence
  21. Paramjot Kaur Sarao, Puneet Mittal, and Gursharan Singh Dhanjal. (2016) Final questions. [Online]. http://paramjot.in/frontpages/finalquestions
  22. Hugh Beyer and Karen Holtzblatt, Contextual Design: Defining Customer-centered Systems. San Francisco, USA: Morgan Kaufmann, 1998, 1998.
Index Terms

Computer Science
Information Sciences

Keywords

Automatic Narration Generation Delphi technique Mobile analytics Natural Language Generation Quality Function Deployment Web analytics.

Powered by PhDFocusTM