Relevance Ranking for Vertical Search Engines

Relevance Ranking for Vertical Search Engines PDF Author: Bo Long
Publisher: Newnes
ISBN: 012407202X
Category : Computers
Languages : en
Pages : 265

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Book Description
In plain, uncomplicated language, and using detailed examples to explain the key concepts, models, and algorithms in vertical search ranking, Relevance Ranking for Vertical Search Engines teaches readers how to manipulate ranking algorithms to achieve better results in real-world applications. This reference book for professionals covers concepts and theories from the fundamental to the advanced, such as relevance, query intention, location-based relevance ranking, and cross-property ranking. It covers the most recent developments in vertical search ranking applications, such as freshness-based relevance theory for new search applications, location-based relevance theory for local search applications, and cross-property ranking theory for applications involving multiple verticals. - Foreword by Ron Brachman, Chief Scientist and Head, Yahoo! Labs - Introduces ranking algorithms and teaches readers how to manipulate ranking algorithms for the best results - Covers concepts and theories from the fundamental to the advanced - Discusses the state of the art: development of theories and practices in vertical search ranking applications - Includes detailed examples, case studies and real-world situations

Relevance Ranking for Vertical Search Engines

Relevance Ranking for Vertical Search Engines PDF Author: Bo Long
Publisher: Newnes
ISBN: 012407202X
Category : Computers
Languages : en
Pages : 265

Get Book Here

Book Description
In plain, uncomplicated language, and using detailed examples to explain the key concepts, models, and algorithms in vertical search ranking, Relevance Ranking for Vertical Search Engines teaches readers how to manipulate ranking algorithms to achieve better results in real-world applications. This reference book for professionals covers concepts and theories from the fundamental to the advanced, such as relevance, query intention, location-based relevance ranking, and cross-property ranking. It covers the most recent developments in vertical search ranking applications, such as freshness-based relevance theory for new search applications, location-based relevance theory for local search applications, and cross-property ranking theory for applications involving multiple verticals. - Foreword by Ron Brachman, Chief Scientist and Head, Yahoo! Labs - Introduces ranking algorithms and teaches readers how to manipulate ranking algorithms for the best results - Covers concepts and theories from the fundamental to the advanced - Discusses the state of the art: development of theories and practices in vertical search ranking applications - Includes detailed examples, case studies and real-world situations

The Future of Search Engines

The Future of Search Engines PDF Author: Maria Johnsen
Publisher: Maria Johnsen
ISBN:
Category : Computers
Languages : en
Pages : 403

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Book Description
In "The Future of Search Engines," I continue the investigation I began in my previous work, "The Search Engine Revolution," providing a detailed forecast of what lies ahead. In this book, I explore how search engines will evolve in the future, drawing on my track record of predicting technological advancements. My predictions are not just guesses; they're based on current trends and supported by real-world evidence that has consistently proven accurate. For example, I warned last year about the risks of relying too heavily on AI-generated content for SEO and digital marketing, a caution that has been validated by subsequent updates to Google's algorithms favoring human-generated content. Picture a fleet of sleek, voice-controlled search drones elegantly maneuvering through the physical world, ready to quickly gather information and respond to user queries with remarkable efficiency. This isn't just a fantasy; it's a compelling vision of where search technology is headed. These search drones represent a significant shift, seamlessly connecting the digital world with physical reality. Imagine strolling through a bustling city, curious about the history of a famous landmark. With a simple voice command, a nearby drone swoops in, providing a wealth of information instantly. From historical facts to real-time updates, these drones redefine how we access information about our surroundings, essentially turning the world into a readily available database of knowledge. It's important to note that by "drones," I mean smaller, drone-like devices, not the larger drones commonly used today. But why limit our search endeavors to Earth? The future of exploration reaches far beyond our planet. There's speculation about search networks expanding into space, allowing us to explore the mysteries of distant galaxies. As humanity's desire for discovery drives us toward the stars, these networks have the potential to unravel the universe's secrets. Imagine a future where communication with extraterrestrial beings is possible, enabling the exchange of knowledge across vast cosmic distances. I delve into this concept further in my books "The Cosmos" and "Searching for Aliens on Earth and in the Cosmos." While some contemporary scientists may argue for humanity's uniqueness in the universe, the future could offer a different perspective. Remember how Galileo's support for the heliocentric model challenged the prevailing belief in a geocentric universe, leading to his condemnation by the Inquisition. It serves as a reminder that anything is possible. This exciting prospect sparks our imagination and fuels our unending quest for knowledge. At the core of these visionary concepts lies an unwavering commitment to progress. Technological advancements continue to dazzle, offering increasingly sophisticated tools for information retrieval. From AI-powered computing to advanced data analysis, our arsenal of search capabilities has never been more potent. Yet, perhaps the most remarkable aspect of this technological revolution is its inherent simplicity. Gone are the days of cumbersome search engines and endless scrolling; searching becomes intuitive and seamless, seamlessly woven into the fabric of our daily lives. Looking forward, one thing remains abundantly clear: the boundless potential of search technology knows no bounds. It's a journey fueled by innovation, curiosity, and an unwavering determination to unearth answers. So, as we venture forth into uncharted territory, let's embrace the notion that this is just the beginning. With each groundbreaking idea and monumental stride, we edge closer to a future where finding answers is as effortless as posing a question. I hope you enjoy reading this book.

Understanding Search Engines

Understanding Search Engines PDF Author: Dirk Lewandowski
Publisher: Springer Nature
ISBN: 3031227891
Category : Computers
Languages : en
Pages : 297

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Book Description
This book provides a broad introduction to search engines by integrating five different perspectives on Web search and search engines that are usually dealt with separately: the technical perspective, the user perspective, the internet-based research perspective, the economic perspective, and the societal perspective. After a general introduction to the topic, two foundational chapters present how search tools can cover the Web’s content and how search engines achieve this by crawling and processing the found documents. The next chapter on user behavior covers how people phrase their search queries and interact with search engines. This knowledge builds the foundation for describing how results are ranked and presented. The following three chapters then deal with the economic side of search engines, i.e., Google and the search engine market, search engine optimization (SEO), and the intermingling of organic and sponsored search results. Next, the chapter on search skills presents techniques for improving searches through advanced search interfaces and commands. Following that, the Deep Web and how its content can be accessed is explained. The two subsequent chapters cover ways to improve the quality of search results, while the next chapter describes how to access the Deep Web. Last but not least, the following chapter deals with the societal role of search engines before the final chapter concludes the book with an outlook on the future of Web search. With this book, students and professionals in disciplines like computer science, online marketing, or library and information science will learn how search engines work, what their main shortcomings are at present, and what prospects there are for their further development. The different views presented will help them to understand not only the basic technologies but also the implications the current implementations have concerning economic exploitation and societal impact.

Search Engines

Search Engines PDF Author: Bruce Croft
Publisher: Pearson Higher Ed
ISBN: 0133001598
Category : Computers
Languages : en
Pages : 547

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Book Description
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Search Engines: Information Retrieval in Practice is ideal for introductory information retrieval courses at the undergraduate and graduate level in computer science, information science and computer engineering departments. It is also a valuable tool for search engine and information retrieval professionals. Written by a leader in the field of information retrieval, Search Engines: Information Retrieval in Practice , is designed to give undergraduate students the understanding and tools they need to evaluate, compare and modify search engines. Coverage of the underlying IR and mathematical models reinforce key concepts. The book’s numerous programming exercises make extensive use of Galago, a Java-based open source search engine.

Fundamentals and Applications of AI: An Interdisciplinary Perspective

Fundamentals and Applications of AI: An Interdisciplinary Perspective PDF Author: Víctor M. Eguíluz
Publisher: Frontiers Media SA
ISBN: 2889665313
Category : Science
Languages : en
Pages : 138

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Book Description


Intelligent Information Processing IV

Intelligent Information Processing IV PDF Author: Eunikka Mercier-Laurent
Publisher: Springer
ISBN: 0387876855
Category : Computers
Languages : en
Pages : 277

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Book Description
Knowledge existing in modern information systems usually comes from many sources and is mapped in many ways. There is a real need for representing “knowledge pieces” as rather universal objects that should fit to multi-purpose a- ing systems. According to great number of information system’s tasks, knowledge representation is more or less detailed (e.g. some level of its granularity is - sumed). The main goal of this paper is to present chosen aspects of expressing granularity of knowledge implemented in intelligent systems. One of the main r- sons of granularity phenomena is diversification of knowledge sources, therefore the next section is devoted to this issue. 2. Heterogeneous Knowledge as a Source for Intelligent Systems Knowledge, the main element of so-called intelligent applications and systems, is very often heterogeneous. This heterogeneity concerns the origin of knowledge, its sources as well as its final forms of presentation. In this section the selected c- teria of knowledge differentiation will be presented, in the context of potential sources of knowledge acquisition. In Fig. 1 an environment of intelligent systems is shown, divided into different knowledge sources for the system. Fig. 1. Potential knowledge sources for intelligent information/reasoning system. Source: own elaboration based on (Mach, 2007) p. 24.

Aggregated Search

Aggregated Search PDF Author: Jaime Arguello
Publisher:
ISBN: 9781680832525
Category : Computers
Languages : en
Pages : 154

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Book Description
A comprehensive summary of the research in aggregated search. It also surveys different evaluation methodologies for aggregated search and discusses prior user studies aimed at better understanding how users behave with aggregated search interfaces. It concludes by reviewing different advanced topics in aggregated search.

An Introduction to Search Engines and Web Navigation

An Introduction to Search Engines and Web Navigation PDF Author: Mark Levene
Publisher: John Wiley & Sons
ISBN: 1118060342
Category : Computers
Languages : en
Pages : 384

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Book Description
This book is a second edition, updated and expanded to explain the technologies that help us find information on the web. Search engines and web navigation tools have become ubiquitous in our day to day use of the web as an information source, a tool for commercial transactions and a social computing tool. Moreover, through the mobile web we have access to the web's services when we are on the move. This book demystifies the tools that we use when interacting with the web, and gives the reader a detailed overview of where we are and where we are going in terms of search engine and web navigation technologies.

Intelligent Systems and Applications

Intelligent Systems and Applications PDF Author: W.C.-C. Chu
Publisher: IOS Press
ISBN: 1614994846
Category : Computers
Languages : en
Pages : 2244

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Book Description
This book presents the proceedings of the International Computer Symposium 2014 (ICS 2014), held at Tunghai University, Taichung, Taiwan in December. ICS is a biennial symposium founded in 1973 and offers a platform for researchers, educators and professionals to exchange their discoveries and practices, to share research experiences and to discuss potential new trends in the ICT industry. Topics covered in the ICS 2014 workshops include: algorithms and computation theory; artificial intelligence and fuzzy systems; computer architecture, embedded systems, SoC and VLSI/EDA; cryptography and information security; databases, data mining, big data and information retrieval; mobile computing, wireless communications and vehicular technologies; software engineering and programming languages; healthcare and bioinformatics, among others. There was also a workshop on information technology innovation, industrial application and the Internet of Things. ICS is one of Taiwan's most prestigious international IT symposiums, and this book will be of interest to all those involved in the world of information technology.

Search User Interfaces

Search User Interfaces PDF Author: Marti Hearst
Publisher: Cambridge University Press
ISBN: 0521113792
Category : Computers
Languages : en
Pages : 13

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Book Description
Focuses on the human users of search engines and the tools available for interaction and visualization in searches.