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The intelligent web : search, smart algorithms, and big data

Author: Gautam Shroff
Publisher: Oxford : Oxford University Press, 2013.
Edition/Format:   eBook : Document : English : First editionView all editions and formats
Database:WorldCat
Summary:
As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web to pull out instances of the words you are looking for. And there are pages  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Shroff, Gautam.
Intelligent web.
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Gautam Shroff
ISBN: 9780191664618 0191664618
OCLC Number: 870780170
Description: 1 online resource.
Contents: Cover; Contents; List of Figures; Prologue: Potential; 1 Look; The MEMEX Reloaded; Inside a Search Engine; Google and the Mind; Deeper and Darker; 2 Listen; Shannon and Advertising; The Penny Clicks; Statistics of Text; Turing in Reverse; Language and Statistics; Language and Meaning; Sentiment and Intent; 3 Learn; Learning to Label; Limits of Labelling; Rules and Facts; Collaborative Filtering; Random Hashing; Latent Features; Learning Facts fromText; Learning vs 'Knowing'; 4 Connect; Mechanical Logic; The Semantic Web; Limits of Logic; Description and Resolution; Belief albeit Uncertain. Collective Reasoning5 Predict; Statistical Forecasting; Neural Networks; Predictive Analytics; Sparse Memories; Sequence Memory; Deep Beliefs; Network Science; 6 Correct; Running on Autopilot; Feedback Control; Making Plans; Flocks and Swarms; Problem Solving; Ants at Work; Darwin's Ghost; Intelligent Systems; Epilogue: Purpose; References; Index; A; B; C; D; F; G; H; I; K; L; M; N; O; P; S; T; V; W.
Responsibility: Gautam Shroff.

Abstract:

Early hopes for Artificial Intelligence soon evaporated. But, driven by the need for smarter searching and advert placing, increasingly sophisticated algorithms, combined with the sheer amount of  Read more...

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[a]udiences will be amply rewarded with a very satisfying understanding of advanced computer science concepts and applications. Undoubtedly a splendid book for all levels of readers ... [h]ighly Read more...

 
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