Title :
A framework for semantics and agent based personalized information retrieval in agriculture
Author :
Singh, Aarti ; Sharma, Anu
Author_Institution :
MMICTBM, MMU, Ambala, India
Abstract :
Web has seen a tremendous growth in its size in recent years. It has become a very tedious task to find the relevant information from Web search engines. Agriculture plays an important role in the economy of our country. Farmers, producers, supply-chain managers, extension workers, researchers and academicians are some of the important stakeholders in the field of agriculture. Web has now become an important medium for dissemination of information required by all of these. But, the retrieval of desired information from Web is a difficult task as it requires sifting through all the search results and identifying correct Web pages. A solution to this problem is personalization of search results according to user interests and preferences. Further, semantic Web and multi-agent technology is playing an important role in adding the meaning to the Web contents. At present, very little efforts have seen in applying personalization using semantic Web and agent technology in the area of agriculture. This research proposes a framework based on semantic Web and agent technology for the retrieval of personalized information from Web in agriculture domain. This would help stakeholders in accessing the required information easily and efficiently through agents.
Keywords :
agricultural engineering; information dissemination; information retrieval; multi-agent systems; semantic Web; Web contents; Web search engines; agent-based personalized information retrieval; agriculture domain; correct Web page identification; information dissemination; multiagent technology; search result personalization; semantic Web; semantics framework; user interests; user preferences; Agriculture; Data mining; Intelligent agents; Ontologies; Semantic Web; Semantics; Agents; Agriculture; Information; Personalization; Semantic; Web;
Conference_Titel :
Computing for Sustainable Global Development (INDIACom), 2015 2nd International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-9-3805-4415-1