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Relevance Ranking For Vertical Search Engines

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Relevance Ranking for Vertical Search Engines

Relevance Ranking for Vertical Search Engines Book
Author : Bo Long,Yi Chang
Publisher : Morgan Kaufmann
Release : 2014
ISBN : 9780124071711
Language : En, Es, Fr & De

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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 Book
Author : Bo Long,Yi Chang
Publisher : Newnes
Release : 2014-01-25
ISBN : 012407202X
Language : En, Es, Fr & De

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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

Fundamentals and Applications of AI An Interdisciplinary Perspective

Fundamentals and Applications of AI  An Interdisciplinary Perspective Book
Author : Víctor M. Eguíluz,Claudio Mirasso,Raul Vicente
Publisher : Frontiers Media SA
Release : 2021-03-03
ISBN : 2889665313
Language : En, Es, Fr & De

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Book Description :

Download Fundamentals and Applications of AI An Interdisciplinary Perspective book written by Víctor M. Eguíluz,Claudio Mirasso,Raul Vicente, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Web Search Engine Research

Web Search Engine Research Book
Author : Dirk Lewandowski
Publisher : Emerald Group Publishing
Release : 2012-04-19
ISBN : 1780526377
Language : En, Es, Fr & De

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Book Description :

Provides an understanding of Web search engines from the unique perspective of Library and Information Science. This book explores a range of topics including retrieval effectiveness, user satisfaction, the evaluation of search interfaces, the impact of search on society, and the influence of search engine optimization (SEO) on results quality.

Advances in Information Retrieval

Advances in Information Retrieval Book
Author : Paul Clough,Colum Foley,Cathal Gurrin,Gareth J. F. Jones,Wessel Kraaij,Hyowon Lee,Vanessa Murdock
Publisher : Springer Science & Business Media
Release : 2011-04-06
ISBN : 3642201601
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 33rd annual European Conference on Information Retrieval Research, ECIR 2011, held in Dublin, Ireland, in April 2010. The 45 revised full papers presented together with 24 poster papers, 17 short papers, and 6 tool demonstrations were carefully reviewed and selected from 223 full research paper submissions and 64 poster/demo submissions. The papers are organized in topical sections on text categorization, recommender systems, Web IR, IR evaluation, IR for Social Networks, cross-language IR, IR theory, multimedia IR, IR applications, interactive IR, and question answering /NLP.

The Next Digital Decade

The Next Digital Decade Book
Author : Berin Szoka,Adam Marcus
Publisher : TechFreedom
Release : 2011-06-10
ISBN : 0983820600
Language : En, Es, Fr & De

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Book Description :

Download The Next Digital Decade book written by Berin Szoka,Adam Marcus, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Internet Technologies and Information Services 2nd Edition

Internet Technologies and Information Services  2nd Edition Book
Author : Joseph B. Miller
Publisher : ABC-CLIO
Release : 2014-08-26
ISBN : 161069886X
Language : En, Es, Fr & De

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Book Description :

The Internet has enabled the convergence of all things information-related. This book provides essential, foundational knowledge of the application of Internet and web technologies in the information and library professions. • Covers a broad spectrum of Internet technologies within the context of knowledge and skills needed by LIS students and professionals in related fields • Identifies key issues related to the use of Internet technologies in libraries and other information organizations • Helps students understand and apply the basic vocabulary and principles of computer software, hardware, and networks • Identifies the various roles that the web, social media, and mobile 2.0 play in the context of libraries and the LIS profession

Machine Learning for Big Data Analysis

Machine Learning for Big Data Analysis Book
Author : Siddhartha Bhattacharyya,Hrishikesh Bhaumik,Anirban Mukherjee,Sourav De
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2018-12-17
ISBN : 3110551438
Language : En, Es, Fr & De

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Book Description :

This volume comprises six well-versed contributed chapters devoted to report the latest fi ndings on the applications of machine learning for big data analytics. Big data is a term for data sets that are so large or complex that traditional data processing application software is inadequate to deal with them. The possible challenges in this direction include capture, storage, analysis, data curation, search, sharing, transfer, visualization, querying, updating and information privacy. Big data analytics is the process of examining large and varied data sets - i.e., big data - to uncover hidden patterns, unknown correlations, market trends, customer preferences and other useful information that can help organizations make more-informed business decisions. This volume is intended to be used as a reference by undergraduate and post graduate students of the disciplines of computer science, electronics and telecommunication, information science and electrical engineering. THE SERIES: FRONTIERS IN COMPUTATIONAL INTELLIGENCE The series Frontiers In Computational Intelligence is envisioned to provide comprehensive coverage and understanding of cutting edge research in computational intelligence. It intends to augment the scholarly discourse on all topics relating to the advances in artifi cial life and machine learning in the form of metaheuristics, approximate reasoning, and robotics. Latest research fi ndings are coupled with applications to varied domains of engineering and computer sciences. This field is steadily growing especially with the advent of novel machine learning algorithms being applied to different domains of engineering and technology. The series brings together leading researchers that intend to continue to advance the fi eld and create a broad knowledge about the most recent research.

Marketing Communications

Marketing Communications Book
Author : John Egan
Publisher : SAGE
Release : 2019-12-04
ISBN : 1526471159
Language : En, Es, Fr & De

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Book Description :

John Egan draws on both his industry and academic background to explain the why as well as the how of marketing communications. The book takes an industry-driven approach which provides all the theories in the context of application and from a real world perspective. It also uses accessible, straight-forward language and all content is supported by a collection of learning features. New to this edition: · New chapters on Digital Marketing and Analytics and Social Media Marketing · Strong focus on marketing communications analytics · Update of examples, case studies and references Online resources for both instructors and students complement the book. Suitable for marketing students taking a Marketing Communications module as part of their Marketing degree.

Result Page Generation for Web Searching Emerging Research and Opportunities

Result Page Generation for Web Searching  Emerging Research and Opportunities Book
Author : Alli, Mostafa
Publisher : IGI Global
Release : 2020-12-18
ISBN : 1799809633
Language : En, Es, Fr & De

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Book Description :

Diversity in user queries makes it challenging for search engines to effectively return a set of relevant results. Both user intentions to search the web and types of queries are vastly varied; consequently, horizontal and vertical search engines are developed to answer user queries more efficiently. However, these search engines present a variety of problems in web searching. Result Page Generation for Web Searching: Emerging Research and Opportunities is an essential reference publication that focuses on taking advantages from text and web mining in order to address the issues of recommendation and visualization in web searching. Highlighting a wide range of topics such as navigational searching, resource identification, and ambiguous queries, this book is ideally designed for computer engineers, web designers, programmers, academicians, researchers, and students.

Natural Monopolies in Digital Platform Markets

Natural Monopolies in Digital Platform Markets Book
Author : Francesco Ducci
Publisher : Cambridge University Press
Release : 2020-06-30
ISBN : 1108491146
Language : En, Es, Fr & De

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Book Description :

Through three case studies, this book investigates whether digital industries are naturally monopolistic and evaluates policy approaches to market power.

Query Understanding for Search Engines

Query Understanding for Search Engines Book
Author : Yi Chang,Hongbo Deng
Publisher : Unknown
Release : 2020
ISBN : 3030583341
Language : En, Es, Fr & De

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Book Description :

This book presents a systematic study of practices and theories for query understanding of search engines. These studies can be categorized into three major classes. The first class is to figure out what the searcher wants by extracting semantic meaning from the searcher's keywords, such as query classification, query tagging, and query intent understanding. The second class is to analyze search queries and then translate them into an enhanced query that can produce better search results, such as query spelling correction or query rewriting. The third class is to assist users in refining or suggesting queries in order to reduce users' search effort and satisfy their information needs, such as query auto-completion and query suggestion. Query understanding is a fundamental part of search engines. It is responsible to precisely infer the intent of the query formulated by the search user, to correct spelling errors in his/her query, to reformulate the query to capture its intent more accurately, and to guide the user in formulating a query with precise intent. The book will be invaluable to researchers and graduate students in computer or information science and specializing in information retrieval or web-based systems, as well as to researchers and programmers working on the development or improvement of products related to search engines.

Knowledge Science Engineering and Management

Knowledge Science  Engineering and Management Book
Author : Dimitris Karagiannis,Zhi Jin
Publisher : Springer
Release : 2009-11-17
ISBN : 3642104886
Language : En, Es, Fr & De

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Book Description :

Following two successful events in Guilin, People’s Republic of China (KSEM 2006) and in Melbourne, Australia (KSEM 2007) the third event in this conference series was held for the first time in Europe, namely, in Vienna, Austria. KSEM 2009 aimed to be a communication platform and meeting ground for research on knowledge science, engineering and management, attracting high-quality, state-of-the-art publications from all over the world. It offers an exceptional opportunity for presenting original work, technological advances, practical problems and concerns of the research community. The importance of studying “knowledge” from different viewpoints such as science, engineering and management has been widely acknowledged. The accelerating pace of the "Internet age" challenges organizations to compress communication and innovation cycles to achieve a faster return on investment for knowledge. Thus, next-generation business solutions must be focused on supporting the creation of value by adding knowledge-rich components as an integral part to the work process. Therefore, an integrated approach is needed, which combines issues from a large array of knowledge fields such as science, engineering and management. Based on the reviews by the members of the Program Committee and the additional reviewers, 42 papers were selected for this year’s conference. Additionally, two discussion panels dealing with “Knowware: The Third Star after Hardware and Software” and “Required Knowledge for Delivering Services” took place under the auspices of the conference. The papers and the discussions covered a great variety of approaches of knowledge science, management and engineering, thus making KSEM a unique conference.

Telecommunication Network Economics

Telecommunication Network Economics Book
Author : Patrick Maillé,Bruno Tuffin
Publisher : Cambridge University Press
Release : 2014-02-27
ISBN : 110703275X
Language : En, Es, Fr & De

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Book Description :

An up-to-date guide to the economic issues in telecommunications, delivering a comprehensive overview from mathematical models to practical applications. Covering hot topics such as app stores, auctions for advertisements, search engine business models, network neutrality and virtual network operators, this resource is ideal for graduate students, researchers and industry practitioners.

Cloud Computing Smart Grid and Innovative Frontiers in Telecommunications

Cloud Computing  Smart Grid and Innovative Frontiers in Telecommunications Book
Author : Xuyun Zhang,Guanfeng Liu,Meikang Qiu,Wei Xiang,Tao Huang
Publisher : Springer Nature
Release : 2020-05-22
ISBN : 3030485137
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 9thInternational Conference on Cloud Computing, CloudComp 2019, and the 4th International Conference on Smart Grid and Innovative Frontiers in Telecommunications, SmartGIFT 2019, both held in Beijing, China, in December 2019. The55 full papers of both conferences were selected from 113 submissions. CloudComp 2019 presents recent advances and experiences in clouds, cloud computing and related ecosystems and business support. The papers are grouped thematically in tracks on cloud architecture and scheduling; cloud-based data analytics; cloud applications; and cloud security and privacy. SmartGIFT 2019 focus on all aspects of smart grids and telecommunications, broadly understood as the renewable generation and distributed energy resources integration, computational intelligence applications, information and communication technologies.

Intelligent Information Processing IV

Intelligent Information Processing IV Book
Author : Eunikka Mercier-Laurent,David Leake
Publisher : Springer Science & Business Media
Release : 2008-09-29
ISBN : 0387876847
Language : En, Es, Fr & De

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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.

Natural Language Processing and Chinese Computing

Natural Language Processing and Chinese Computing Book
Author : Guodong Zhou,Juanzi Li,Dongyan Zhao,Yansong Feng
Publisher : Springer
Release : 2013-10-01
ISBN : 3642416446
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the Second CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2013, held in Chongqing, China, during November 2013. The 31 revised full papers presented together with three keynote talks and 13 short papers were carefully reviewed and selected from 203 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; machine learning for NLP; machine translation and multi-lingual information access; NLP for social media and web mining, knowledge acquisition; NLP for search technology and ads; NLP fundamentals; NLP applications; NLP for social media.

Search Computing

Search Computing Book
Author : Stefano Ceri,Marco Brambilla
Publisher : Springer Science & Business Media
Release : 2010-04
ISBN : 3642123090
Language : En, Es, Fr & De

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Book Description :

Containing detailed papers on search computing, this book includes some visionary contributions on the latest trends and explores the background and related technologies. The papers are written by leading scientists and contain the latest results in the field.

Advanced Topics in Information Retrieval

Advanced Topics in Information Retrieval Book
Author : Massimo Melucci,Ricardo Baeza-Yates
Publisher : Springer Science & Business Media
Release : 2011-06-10
ISBN : 9783642209468
Language : En, Es, Fr & De

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Book Description :

Information retrieval is the science concerned with the effective and efficient retrieval of documents starting from their semantic content. It is employed to fulfill some information need from a large number of digital documents. Given the ever-growing amount of documents available and the heterogeneous data structures used for storage, information retrieval has recently faced and tackled novel applications. In this book, Melucci and Baeza-Yates present a wide-spectrum illustration of recent research results in advanced areas related to information retrieval. Readers will find chapters on e.g. aggregated search, digital advertising, digital libraries, discovery of spam and opinions, information retrieval in context, multimedia resource discovery, quantum mechanics applied to information retrieval, scalability challenges in web search engines, and interactive information retrieval evaluation. All chapters are written by well-known researchers, are completely self-contained and comprehensive, and are complemented by an integrated bibliography and subject index. With this selection, the editors provide the most up-to-date survey of topics usually not addressed in depth in traditional (text)books on information retrieval. The presentation is intended for a wide audience of people interested in information retrieval: undergraduate and graduate students, post-doctoral researchers, lecturers, and industrial researchers.

Apache Solr

Apache Solr Book
Author : Dikshant Shahi
Publisher : Apress
Release : 2015-12-26
ISBN : 1484210700
Language : En, Es, Fr & De

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Book Description :

Build an enterprise search engine using Apache Solr: index and search documents; ingest data from varied sources; apply various text processing techniques; utilize different search capabilities; and customize Solr to retrieve the desired results. Apache Solr: A Practical Approach to Enterprise Search explains each essential concept-backed by practical and industry examples--to help you attain expert-level knowledge. The book, which assumes a basic knowledge of Java, starts with an introduction to Solr, followed by steps to setting it up, indexing your first set of documents, and searching them. It then introduces you to information retrieval and its implementation in Apache Solr; this will help you understand your search problem, decide the approach to build an effective solution, and use various metrics to evaluate the results. The book next covers the schema design and techniques to build a text analysis chain for cleansing, normalizing and enriching your documents and addressing different types of search queries. It describes various popular matching techniques which are generally applied to improve the precision and recall of searches. You will learn the end-to-end process of data ingestion from varied sources, metadata extraction, pre-processing and transformation of content, various search components, query parsers and other advanced search capabilities. After covering out-of-the-box features, Solr expert Dikshant Shahi dives into ways you can customize Solr for your business and its specific requirements, along with ways to plug in your own components. Most important, you will learn about implementations for Solr scoring, factors affecting the document score, and tuning the score for the application at hand. The book explains why textual scoring is not sufficient for practical ranking of documents and ways to integrate real-world factors for contributing to the document ranking. You'll see how to influence user experience by providing suggestions and recommendations. You'll also see integration of Solr with important related technologies such as OpenNLP and Tika. Additionally, you will learn about scaling Solr using SolrCloud. This book concludes with coverage of semantic search capabilities, which is crucial for taking the search experience to the next level. By the end of Apache Solr, you will be proficient in designing and developing your search engine.