Title :
Experiments in Microblog Summarization
Author :
Sharifi, Beaux ; Hutton, Mark-Anthony ; Kalita, Jugal K.
Author_Institution :
Dept. of Comput. Sci., Univ. of Colorado, Colorado Springs, CO, USA
Abstract :
This paper presents algorithms for summarizing microblog posts. In particular, our algorithms process collections of short posts on specific topics on the well-known site called Twitter and create short summaries from these collections of posts on a specific topic. The goal is to produce summaries that are similar to what a human would produce for the same collection of posts on a specific topic. We evaluate the summaries produced by the summarizing algorithms, compare them with human-produced summaries and obtain excellent results.
Keywords :
abstracting; social networking (online); Twitter; human-produced summaries; microblog posts summarization; summarizing algorithms; Humans; Internet; Manuals; Marketing and sales; Measurement; Search problems; Twitter;
Conference_Titel :
Social Computing (SocialCom), 2010 IEEE Second International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-8439-3
Electronic_ISBN :
978-0-7695-4211-9
DOI :
10.1109/SocialCom.2010.17