{"product_id":"social-media-analytics-for-user-arun-reddy-nelakurthi-9781032175782","title":"Social Media Analytics for User Behavior Modeling: A Task Heterogeneity Perspective","description":"\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cem\u003e\u003cstrong\u003eWinner of the \"Outstanding Academic Title\" recognition by Choice for the 2020 OAT Awards.\u003c\/strong\u003e\u003c\/em\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cem\u003eThe Choice OAT Award represents the highest caliber of scholarly titles that have been reviewed by Choice and conveys the extraordinary recognition of the academic community.\u003c\/em\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cp\u003eIn recent years social media has gained significant popularity and has become an essential medium of communication. Such user-generated content provides an excellent scenario for applying the metaphor of mining any information. Transfer learning is a research problem in machine learning that focuses on leveraging the knowledge gained while solving one problem and applying it to a different, but related problem. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cp\u003eFeatures: \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cul\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cli\u003eOffers novel frameworks to study user behavior and for addressing and explaining task heterogeneity\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cli\u003ePresents a detailed study of existing research\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cli\u003eProvides convergence and complexity analysis of the frameworks\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cli\u003eIncludes algorithms to implement the proposed research work\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cli\u003eCovers extensive empirical analysis\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e\u003ci\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/i\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cp\u003eSocial Media Analytics for User Behavior Modeling: A Task Heterogeneity Perspective is a guide to user behavior modeling in heterogeneous settings and is of great use to the machine learning community.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Arun Reddy Nelakurthi, Jingrui He\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032175788\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032175782\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/30\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 116\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.44lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.13h x 5.98w x 0.39d","brand":"Arun Reddy Nelakurthi","offers":[{"title":"Paperback","offer_id":43945175122175,"sku":"9781032175782","price":59.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_43eb864a-8cd1-4a6b-8910-85f5d0c815a6.jpg?v=1681507210","url":"https:\/\/www.whiterainbookhouse.com\/products\/social-media-analytics-for-user-arun-reddy-nelakurthi-9781032175782","provider":"WR Book House","version":"1.0","type":"link"}