{"product_id":"9781607500971","title":"Knowledge Acquisition from a Collaboratively Generated Encyclopedia - Vol. 327 Dissertations in Artificial Intelligence","description":"\u003cp\u003eResearch in Natural Language Processing (NLP) has made tremendous progress in the last two decades by employing data-driven techniques. However, further major advances can be achieved by integrating linguistic, domain and world knowledge into statistical approaches. In this dissertation, a methodology is presented to extract this knowledge from Wikipedia, a resource which has attracted the attention of many researchers in the Artificial Intelligence (AI) community, mainly because it provides semi-structured information and a large amount of manual annotations. The proposed approach uses the category system found in Wikipedia as a conceptual network. Semantic relations between categories are labeled to produce a large-scale taxonomy. This resource is evaluated by comparing it with Cyc and WordNet, as well as through computing semantic similarity between words and using semantic similarity measures as features for a state-of-the-art co-reference resolution system. The results show that this taxonomy can be successfully deployed for NLP tasks and represents a valuable semantic resource for AI applications.\u003c\/p\u003e\u003cp\u003eIOS Press is an international science, technical and medical publisher of high-quality books for academics, scientists, and professionals in all fields. \u003c\/p\u003e\u003cp\u003e Some of the areas we publish in:\u003c\/p\u003e\u003cp\u003e \u003cbr\u003e• Biomedicine\u003cbr\u003e• Oncology\u003cbr\u003e• Artificial intelligence\u003cbr\u003e• Databases and information systems\u003cbr\u003e• Maritime engineering\u003cbr\u003e• Nanotechnology\u003cbr\u003e• Geoengineering\u003cbr\u003e• All aspects of physics\u003cbr\u003e• E-governance\u003cbr\u003e• E-commerce\u003cbr\u003e• The knowledge economy\u003cbr\u003e• Urban studies\u003cbr\u003e• Arms control\u003cbr\u003e• Understanding and responding to terrorism\u003cbr\u003e• Medical informatics\u003cbr\u003e• Computer Sciences\u003c\/p\u003e","brand":"I O S Press, Incorporated","offers":[{"title":"Default Title","offer_id":49788775301360,"sku":"9781607500971","price":73.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781607500971","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}