{"product_id":"computational-trust-models-and-machine-learning-9781482226669","title":"Computational Trust Models and Machine Learning","description":"\u003cp\u003e • Author(s): Xin Liu\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eComputational Trust Models and Machine Learning\u003c\/strong\u003e provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed by traditional approaches, this book: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eExplains how reputation-based systems are used to determine trust in diverse online communities\u003c\/li\u003e \u003cli\u003eDescribes how machine learning techniques are employed to build robust reputation systems\u003c\/li\u003e \u003cli\u003eExplores two distinctive approaches to determining credibility of resources--one where the human role is implicit, and one that leverages human input explicitly\u003c\/li\u003e \u003cli\u003eShows how decision support can be facilitated by computational trust models\u003c\/li\u003e \u003cli\u003eDiscusses collaborative filtering-based trust aware recommendation systems\u003c\/li\u003e \u003cli\u003eDefines a framework for translating a trust modeling problem into a learning problem\u003c\/li\u003e \u003cli\u003eInvestigates the objectivity of human feedback, emphasizing the need to filter out outlying opinions\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003e\u003cb\u003eComputational Trust Models and Machine Learning \u003c\/b\u003eeffectively demonstrates how novel machine learning techniques can improve the accuracy of trust assessment.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45236792885399,"sku":"9781482226669","price":9546.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781482226669.webp?v=1769214463","url":"https:\/\/atlanticbooks.com\/products\/computational-trust-models-and-machine-learning-9781482226669","provider":"Atlantic Books","version":"1.0","type":"link"}