{"product_id":"intersection-of-machine-learning-and-computational-social-sciences-9781032821177","title":"Intersection of Machine Learning and Computational Social Sciences","description":"\u003cp\u003e • Author(s): Akib Mohi Ud Din Khanday | Salah Bouktif | Mohd Anas Wajid\u003cbr\u003e • Publisher: CRC Press\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Electrical\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe text employs computational techniques and large-scale data analysis to study complex social phenomena and human behavior. It discusses diverse methodologies, including agent-based modeling, network analysis, natural language processing, and machine learning, to gain insights into topics ranging from social network dynamics and opinion formation to economic trends and public health crises.\u003c\/p\u003e\u003cp\u003eFeatures: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDiscusses the theoretical background of each algorithm in detail and presents the applications of each method.\u003c\/li\u003e \u003cli\u003ePresents artificial intelligence implications, sustainable artificial intelligence, and the importance of artificial intelligence in agriculture, and energy.\u003c\/li\u003e \u003cli\u003eExplains the use of predictive modeling in computational social science and applications of computational social science.\u003c\/li\u003e \u003cli\u003eShowcases the framework for social network analysis, application program interface, data collection methods, and data preprocessing.\u003c\/li\u003e \u003cli\u003eCovers topics such as density-based spatial clustering of applications with noise, the role of clustering in computational social science, and clustering in network structure.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.\u003c\/p\u003e","brand":"CRC Press","offers":[{"title":"Hardcover","offer_id":47961032229015,"sku":"9781032821177","price":15067.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032821177.webp?v=1782822275","url":"https:\/\/atlanticbooks.com\/products\/intersection-of-machine-learning-and-computational-social-sciences-9781032821177","provider":"Atlantic Books","version":"1.0","type":"link"}