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The Humachine
  • Language: en
  • Pages: 319

The Humachine

Updated for a post-Covid world, the second edition of this groundbreaking book explains why becoming a Humachine enterprise is the only way forward for a company to maintain a competitive advantage in the age of artificial intelligence (AI). The first edition of The Humachine offered a foundation for a new form of enterprise, integrating AI technology and human resources to optimize the unique advantages possessed by each. Now, in the face of the ‘Great Resignation’ and ‘botsourcing’—where an activity previously done by humans is replaced by technology—thought leaders Sanders and Wood present a more positive and promising scenario, where an enterprise recognizes human resources a...

The Cambridge Companion to German Romanticism
  • Language: en
  • Pages: 363

The Cambridge Companion to German Romanticism

Explains the development of Romantic arts and culture in Germany, with both individual artists and key themes covered in detail.

Eleven Days in August
  • Language: en
  • Pages: 541

Eleven Days in August

'I had thought that for me there could never again be any elation in war. But I had reckoned without the liberation of Paris - I had reckoned without remembering that I might be a part of that richly historic day. We were in Paris on the first day - one of the great days of all time.' (Ernie Pyle, US war correspondent) The liberation of Paris was a momentous point in twentieth-century history, yet it is now largely forgotten outside France. Eleven Days in August is a pulsating hour-by-hour reconstruction of these tumultuous events that shaped the final phase of the war and the future of France, told with the pace of a thriller. While examining the conflicting national and international inter...

Semantic Relations Between Nominals
  • Language: en
  • Pages: 236

Semantic Relations Between Nominals

Opportunity and Curiosity find similar rocks on Mars. One can generally understand this statement if one knows that Opportunity and Curiosity are instances of the class of Mars rovers, and recognizes that, as signalled by the word on, ROCKS are located on Mars. Two mental operations contribute to understanding: recognize how entities/concepts mentioned in a text interact and recall already known facts (which often themselves consist of relations between entities/concepts). Concept interactions one identifies in the text can be added to the repository of known facts, and aid the processing of future texts. The amassed knowledge can assist many advanced language-processing tasks, including sum...

Principles of Data Integration
  • Language: en
  • Pages: 522

Principles of Data Integration

  • Type: Book
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  • Published: 2012-06-25
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  • Publisher: Elsevier

How do you approach answering queries when your data is stored in multiple databases that were designed independently by different people? This is first comprehensive book on data integration and is written by three of the most respected experts in the field. This book provides an extensive introduction to the theory and concepts underlying today's data integration techniques, with detailed, instruction for their application using concrete examples throughout to explain the concepts. Data integration is the problem of answering queries that span multiple data sources (e.g., databases, web pages). Data integration problems surface in multiple contexts, including enterprise information integration, query processing on the Web, coordination between government agencies and collaboration between scientists. In some cases, data integration is the key bottleneck to making progress in a field. The authors provide a working knowledge of data integration concepts and techniques, giving you the tools you need to develop a complete and concise package of algorithms and applications.

Semantic Relations Between Nominals, Second Edition
  • Language: en
  • Pages: 220

Semantic Relations Between Nominals, Second Edition

Opportunity and Curiosity find similar rocks on Mars. One can generally understand this statement if one knows that Opportunity and Curiosity are instances of the class of Mars rovers, and recognizes that, as signalled by the word on, rocks are located on Mars. Two mental operations contribute to understanding: recognize how entities/concepts mentioned in a text interact and recall already known facts (which often themselves consist of relations between entities/concepts). Concept interactions one identifies in the text can be added to the repository of known facts, and aid the processing of future texts. The amassed knowledge can assist many advanced language-processing tasks, including sum...

Knowledge Graphs
  • Language: en
  • Pages: 247

Knowledge Graphs

This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale. The book defines knowledge graphs and provides a high-level overview of how they are used. It presents and contrasts popular graph models that are commonly used to represent data as graphs, and the languages by which they can be queried before describing how the resulting data graph can be enhanced ...

Perspectives on Business Intelligence
  • Language: en
  • Pages: 151

Perspectives on Business Intelligence

In the 1980s, traditional Business Intelligence (BI) systems focused on the delivery of reports that describe the state of business activities in the past, such as for questions like "How did our sales perform during the last quarter?" A decade later, there was a shift to more interactive content that presented how the business was performing at the present time, answering questions like "How are we doing right now?" Today the focus of BI users are looking into the future. "Given what I did before and how I am currently doing this quarter, how will I do next quarter?" Furthermore, fuelled by the demands of Big Data, BI systems are going through a time of incredible change. Predictive analyti...

Mining User Generated Content
  • Language: en
  • Pages: 476

Mining User Generated Content

  • Type: Book
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  • Published: 2014-01-28
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  • Publisher: CRC Press

Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia, and multilingual data. Researchers must also know how to assess the social aspects of UGC, such as user relations and influential users. Mining User Generated Content is the first focused effort to compile state-of-the-art research and address future directions of UGC. It explains how to collect, index, and analyze UGC to uncover social trends and...

Phrase Mining from Massive Text and Its Applications
  • Language: en
  • Pages: 79

Phrase Mining from Massive Text and Its Applications

A lot of digital ink has been spilled on "big data" over the past few years. Most of this surge owes its origin to the various types of unstructured data in the wild, among which the proliferation of text-heavy data is particularly overwhelming, attributed to the daily use of web documents, business reviews, news, social posts, etc., by so many people worldwide.A core challenge presents itself: How can one efficiently and effectively turn massive, unstructured text into structured representation so as to further lay the foundation for many other downstream text mining applications? In this book, we investigated one promising paradigm for representing unstructured text, that is, through autom...