Auto Storyboard Generation Using Web Search Log
- June 28, 2019
- Posted by: RSIS
- Category: Computer Science and Engineering
International Journal of Research and Scientific Innovation (IJRSI) | Volume VI, Issue VI, June 2019 | ISSN 2321–2705
Auto Storyboard Generation Using Web Search Log
Mutharaju K S1, Manukumar N2, Pradeep Gowda A.B3 , Prashanth P4, Smt. Ranjana S Chakrasali5
1,2,3,4Department of Computer Science, BNM Institute of Technology, Bengaluru- 560-070, Karnataka, India
5Assistant Professor, Department of Computer Science, BNM Institute of Technology, Karnataka, India
Abstract— Social Events are responsible for the major percentage of web search traffic as shown by recent studies. This paper is a survey conducted for identifying the various event detection methods which are useful for event mining. While traditional Web sites can only show human-edited events, this Paper suggests a System which automatically detects events from search log data and generate a storyboard where the events are arranged along a timeline. Web search log is considered as a good data resource for event mining, since they reflect people’s interests directly and wide variety of real world events are covered in it. In order to discover events from log data, an approach known as Smooth Nonnegative Matrix Factorization framework (SNMF) is used. Moreover, time factor is considered as an important element for event detection as different events develop at different time. In addition, to provide a visually appealing storyboard, each event is mapped with a set of relevant images arranged along a timeline.
Keywords: Event, Storyboard, Social media, Log data, Smooth Non-negative matrix Factorization, Event detection, Photo Selection.
I. INTRODUCTION
People are curious about other’s activities and that is obviously the nature of social creatures. Life style of a celebrityis being the interest of people in today’s world and it has been reported to be true in modern years. Engines such as Google, Bing experience massive search demands for current affairs or any hot news and events extracted from search log of search engine. Hot news or events shown on the websites are mostly originated from the Professional editors. Instead of manual efforts, it will be fruitful to extract such eventsfrom search made by people around world [1].
Search engines show the information or summary of celebrity in as a profile containing basic information. Thus, through which people are able to get celebrity’s basic information from a summarized view such as their nationality, their age, birthday, their works, social interest and awards.
Study on commercial search engine data through statistics have shown that 30% of search queries aims at searching an information of real-time events [13].
