Arabic news: topic and novelty detection

M Al-Kabi, NZ Halalsheh, M Dabour… - Proceedings of the 3rd …, 2012 - dl.acm.org
Proceedings of the 3rd International Conference on Information and …, 2012dl.acm.org
Large number of Internet users in the Arab World uses the Internet as their main source of
information. There are many news publishers and agencies that compete to gain the largest
percentage of Arab visitors to their Web sites. Also these agencies received a continuous
stream of news articles each day, and therefore there is a need for an automated system to
identify new news items to inform the employee in these agencies about it, while this system
has to neglect old news articles. This study demonstrates a novelty detection system, which …
Large number of Internet users in the Arab World uses the Internet as their main source of information. There are many news publishers and agencies that compete to gain the largest percentage of Arab visitors to their Web sites. Also these agencies received a continuous stream of news articles each day, and therefore there is a need for an automated system to identify new news items to inform the employee in these agencies about it, while this system has to neglect old news articles. This study demonstrates a novelty detection system, which used to identify the topic of each Arabic news item, besides identifying the novelty of each Arabic news item.
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