Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as oper…
"When "metadata" became breaking news, appearing in stories about surveillance by the National Security Agency, many members of the public encountered this once-obscure term from information science for the first time. Should people be reassured that the NSA was "only" collecting metadata about phone calls -- information about the caller, the recipient, the time, the duration, the location -- a…
Penalaran tentang pengetahuan--khususnya pengetahuan agen yang bernalar tentang dunia dan pengetahuan satu sama lain--dulunya hanya dilakukan oleh para filsuf dan pemecah teka-teki. Baru-baru ini, jenis penalaran ini terbukti memainkan peran penting dalam sejumlah konteks yang mengejutkan, mulai dari memahami percakapan hingga analisis algoritma komputer terdistribusi. Penalaran Tentang Pengeta…
This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-train…
Memberikan tinjauan menyeluruh tentang literatur dan penelitian terkait, Menjelaskan strategi penjadwalan yang sadar kualitas untuk pembaruan transfer status dan pembaruan transfer operasi, Menyajikan prototipe penjadwal yang sadar kualitas dan mendemonstrasikan kueri linimasa pada aplikasi Microblogging ;;; Buku ini secara komprehensif mengilustrasikan penjadwalan perangkat lunak berkualitas d…
The evolution of activism against the expansion of copyright in the digital domain, with case studies of resistance including eBook and iTunes hacks.OCLC-licensed vendor bibliographic record.
Much of the business transacted on the Web today takes place through information exchanges made possible by using documents as interfaces. For example, what seems to be a simple purchase from an online bookstore actually involves at least three different business collaborations -- between the customer and the online catalog to select a book; between the bookstore and a credit card authorization…
An alternative history of software that places the liberal arts at the very center of software's evolution. In The Software Arts, Warren Sack offers an alternative history of computing that places the arts at the very center of software's evolution. Tracing the origins of software to eighteenth-century French encyclopedists' step-by-step descriptions of how things were made in the workshops of …
Parallel title in Japanese vernacular and romanized form.Winner, 1989, category of Computer Science, Professional/Scholarly Publishing Annual Awards Competition presented by the Association of American Publishers, Inc. With 10,000 entries, this dictionary is the most complete of its kind. It is a major contribution to more accurate sharing of scientific and technological information. The dictio…
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.OCLC-licensed vendor bibliographic record.