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More than 25 years ago Janet Finlay and Alan Dix wrote “An Introduction to Artificial Intelligence,” which was hailed as one of the very first broad examinations of AI. A second edition, entitled “Artificial Intelligence: Humans at the Heart of Algorithms,” has just been published this year. Dix has often been prescient in recognizing the implications of digital technology, in 1990 writing the first paper on privacy within the Human-Computer Interaction (HCI) literature, and in 1992 predicting the potential danger of social, ethnic, and gender bias in black-box machine learning algorithms.
This new edition expands and revises the book throughout, with new material to augment existing chapters, including short case studies, as well as adding new chapters on explainable AI, big data and deep learning, temporal and web-scale data, statistical methods, and data wrangling. It expands the book’s focus on human-centered AI, covering gender, ethnic, and social bias, the need for transparency, intelligent user interfaces, and designing interactions to aid machine learning.
Preview the book: https://tinyurl.com/AIHHAAD
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