{"product_id":"social-media-analytics-for-user-arun-reddy-nelakurthi-9780367211585","title":"Social Media Analytics for User Behavior Modeling: A Task Heterogeneity Perspective","description":"\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\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\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\u003cp\u003eFeatures: \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eOffers novel frameworks to study user behavior and for addressing and explaining task heterogeneity\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003ePresents a detailed study of existing research\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides convergence and complexity analysis of the frameworks\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes algorithms to implement the proposed research work\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eCovers extensive empirical analysis\u003c\/li\u003e \u003c\/ul\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 0367211580\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367211585\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/16\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 114\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.10w x 0.60d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eChoice\u003c\/i\u003e 11\/01\/2020","brand":"Arun Reddy Nelakurthi","offers":[{"title":"Hardcover","offer_id":48112874094847,"sku":"9780367211585","price":150.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_91a3f09b-7ea6-44bd-bb2c-0eca095e1e1f.jpg?v=1769611525","url":"https:\/\/www.whiterainbookhouse.com\/products\/social-media-analytics-for-user-arun-reddy-nelakurthi-9780367211585","provider":"WR Book House","version":"1.0","type":"link"}