DocumentCode
3078715
Title
A framework for text summarization in mobile web browsers
Author
Bose, Joy ; Puthenveettil, Dipin Kollencheri ; Kasi, Sainath Gadhamsetty ; Bhide, Aditya Mohan
Author_Institution
Web Solutions Group, Samsung R&D Inst., Bangalore, India
fYear
2013
fDate
26-28 Dec. 2013
Firstpage
1
Lastpage
6
Abstract
In mobile devices, limited space and time for browsing contents of web pages is an important issue. Summarization solutions running on web browsers can help the user to view and access summarized content of web pages in real time. In this paper we propose a framework for summarizing text viewed through mobile web browsers. The framework consists of an application that runs as part the mobile browser and extracts raw text. The text is then preprocessed and input to the summarization algorithm. The algorithm can be implemented either on the device as part of the browser engine or on a remote cloud service. The cloud service uses appropriate techniques to summarize the text and returns the summarized content to the device, where it is then displayed. During summarization, an extraction algorithm is used that uses ontology and a weighing mechanism to determine suitability score for each sentence. The sentences with the highest suitability scores are selected for inclusion in the summary as per the compression required. We describe a number of user interface elements in the mobile web browser to trigger the summarization and display the results, and compare the performance of publicly available summarization services.
Keywords
cloud computing; mobile computing; online front-ends; ontologies (artificial intelligence); text analysis; browser engine; extraction algorithm; mobile Web browsers; ontology; raw text extraction; remote cloud service; suitability score determination; summarization algorithm; text summarization; user interface elements; weighing mechanism; Browsers; Context; Encyclopedias; Engines; Mobile communication; Servers; Web pages; cloud service; mobile browser; summarization engine; summarization manager; text summarization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Computing Research (ICCIC), 2013 IEEE International Conference on
Conference_Location
Enathi
Print_ISBN
978-1-4799-1594-1
Type
conf
DOI
10.1109/ICCIC.2013.6724210
Filename
6724210
Link To Document