Download or read book Recommender Systems Handbook written by Francesco Ricci and published by Springer Nature. This book was released on 2022-04-21 with total page 1053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This third edition handbook describes in detail the classical methods as well as extensions and novel approaches that were more recently introduced within this field. It consists of five parts: general recommendation techniques, special recommendation techniques, value and impact of recommender systems, human computer interaction, and applications. The first part presents the most popular and fundamental techniques currently used for building recommender systems, such as collaborative filtering, semantic-based methods, recommender systems based on implicit feedback, neural networks and context-aware methods. The second part of this handbook introduces more advanced recommendation techniques, such as session-based recommender systems, adversarial machine learning for recommender systems, group recommendation techniques, reciprocal recommenders systems, natural language techniques for recommender systems and cross-domain approaches to recommender systems. The third part covers a wide perspective to the evaluation of recommender systems with papers on methods for evaluating recommender systems, their value and impact, the multi-stakeholder perspective of recommender systems, the analysis of the fairness, novelty and diversity in recommender systems. The fourth part contains a few chapters on the human computer dimension of recommender systems, with research on the role of explanation, the user personality and how to effectively support individual and group decision with recommender systems. The last part focusses on application in several important areas, such as, food, music, fashion and multimedia recommendation. This informative third edition handbook provides a comprehensive, yet concise and convenient reference source to recommender systems for researchers and advanced-level students focused on computer science and data science. Professionals working in data analytics that are using recommendation and personalization techniques will also find this handbook a useful tool.

Download or read book Proceedings of the Sixth ACM International Conference on Web Search and Data Mining written by Stefano Leonardi and published by . This book was released on 2013 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Grid Computing The New Frontier of High Performance Computing written by Lucio Grandinetti and published by Elsevier. This book was released on 2005-11-15 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with the most recent technology of distributed computing.As Internet continues to grow and provide practical connectivity between users of computers it has become possible to consider use of computing resources which are far apart and connected by Wide Area Networks.Instead of using only local computing power it has become practical to access computing resources widely distributed. In some cases between different countries in other cases between different continents.This idea of using computer power is similar to the well known electric power utility technology. Hence the name of this distributed computing technology is the Grid Computing.Initially grid computing was used by technologically advanced scientific users.They used grid computing to experiment with large scale problems which required high performance computing facilities and collaborative work.In the next stage of development the grid computing technology has become effective and economically attractive for large and medium size commercial companies.It is expected that eventually the grid computing style of providing computing power will become universal reaching every user in industry and business.* Written by academic and industrial experts who have developed or used grid computing* Many proposed solutions have been tested in real life applications* Covers most essential and technically relevant issues in grid computing

Download or read book Geometry and Statistics written by and published by Academic Press. This book was released on 2022-07-15 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geometry and Statistics, Volume 46 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Handbook of Statistics series - Updated release includes the latest information on Geometry and Statistics

Download or read book Billboard written by and published by . This book was released on 1974-10-19 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.

Download or read book WSDM 15 written by Xueqi Cheng and published by . This book was released on 2015 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Billboard written by and published by . This book was released on 1974-09-28 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.

Download or read book Principles of Social Networking written by Anupam Biswas and published by Springer Nature. This book was released on 2021-08-18 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new and innovative current discoveries in social networking which contribute enough knowledge to the research community. The book includes chapters presenting research advances in social network analysis and issues emerged with diverse social media data. The book also presents applications of the theoretical algorithms and network models to analyze real-world large-scale social networks and the data emanating from them as well as characterize the topology and behavior of these networks. Furthermore, the book covers extremely debated topics, surveys, future trends, issues, and challenges.

Download or read book Intelligent Data Engineering and Automated Learning IDEAL 2022 written by Hujun Yin and published by Springer Nature. This book was released on 2022-11-20 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 23rd International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2022, which took place in Manchester, UK, during November 24-26, 2022. The 52 full papers included in this book were carefully reviewed and selected from 79 submissions. They deal with emerging and challenging topics in intelligent data analytics and associated machine learning paradigms and systems. Special sessions were held on clustering for interpretable machine learning; machine learning towards smarter multimodal systems; and computational intelligence for computer vision and image processing.

Download or read book Filibustering written by Gregory Koger and published by University of Chicago Press. This book was released on 2010-06-15 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the modern Congress, one of the highest hurdles for major bills or nominations is gaining the sixty votes necessary to shut off a filibuster in the Senate. But this wasn’t always the case. Both citizens and scholars tend to think of the legislative process as a game played by the rules in which votes are the critical commodity—the side that has the most votes wins. In this comprehensive volume,Gregory Koger shows, on the contrary, that filibustering is a game with slippery rules in which legislators who think fast and try hard can triumph over superior numbers. Filibustering explains how and why obstruction has been institutionalized in the U.S. Senate over the last fifty years, and how this transformation affects politics and policymaking. Koger also traces the lively history of filibustering in the U.S. House during the nineteenth century and measures the effects of filibustering—bills killed, compromises struck, and new issues raised by obstruction. Unparalleled in the depth of its theory and its combination of historical and political analysis, Filibustering will be the definitive study of its subject for years to come.

Download or read book Billboard written by and published by . This book was released on 1974-12-07 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.

Download or read book Trustworthy Online Controlled Experiments written by Ron Kohavi and published by . This book was released on 2020-02-14 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide for students, researchers and practitioners offers real world guidance for data-driven decision making and innovation.

Download or read book Data Science with Semantic Technologies written by Archana Patel and published by CRC Press. This book was released on 2023-06-20 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gone are the days when data was interlinked with related data by humans and human interpretation was required. Data is no longer just data. It is now considered a Thing or Entity or Concept with meaning, so that a machine not only understands the concept but also extrapolates the way humans do. Data Science with Semantic Technologies: Deployment and Exploration, the second volume of a two-volume handbook set, provides a roadmap for the deployment of semantic technologies in the field of data science and enables the user to create intelligence through these technologies by exploring the opportunities and eradicating the challenges in the current and future time frame. In addition, this book offers the answer to various questions like: What makes a technology semantic as opposed to other approaches to data science? What is knowledge data science? How does knowledge data science relate to other fields? This book explores the optimal use of these technologies to provide the highest benefit to the user under one comprehensive source and title. As there is no dedicated book available in the market on this topic at this time, this book becomes a unique resource for scholars, researchers, data scientists, professionals, and practitioners. This volume can serve as an important guide toward applications of data science with semantic technologies for the upcoming generation.

Download or read book Immokalee s Fields of Hope written by Carlene A. Thissen and published by iUniverse. This book was released on 2004-05-27 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immokalee's Fields of Hope is a story of Mexican, Haitian, and Guatemalan immigrants told by a businesswoman who regained her soul through volunteering with children. With compassion and understanding, Carlene Thissen shares the personal stories the immigrants told her, framed with the political and social histories of their countries. Beginning with family memories of her own German and Irish grandparents, she captures the struggles, hopes, and dreams of people who just want to work and make a better life. Carlene offers the opportunity to stretch out and truly visualize the plights of the people being described and their motivation for coming to America. They left horrible poverty, violence, and persecution and risked everything they had to come to Immokalee in Southwest Florida as word spread across our borders that, "There is work in Immokalee." More than just the vivid story of the immigrants, Carlene explains the frustrations and fears of the rural community that struggled to absorb them and the dedicated people who came to help. The immigrants' dreams of a better life and the Carlene's own journey back to the garden all began in Immokalee's Fields of Hope.

Download or read book Multi armed Bandit Problem and Application written by Djallel Bouneffouf and published by Djallel Bouneffouf. This book was released on 2023-03-14 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the multi-armed bandit (MAB) framework has attracted a lot of attention in various applications, from recommender systems and information retrieval to healthcare and finance. This success is due to its stellar performance combined with attractive properties, such as learning from less feedback. The multiarmed bandit field is currently experiencing a renaissance, as novel problem settings and algorithms motivated by various practical applications are being introduced, building on top of the classical bandit problem. This book aims to provide a comprehensive review of top recent developments in multiple real-life applications of the multi-armed bandit. Specifically, we introduce a taxonomy of common MAB-based applications and summarize the state-of-the-art for each of those domains. Furthermore, we identify important current trends and provide new perspectives pertaining to the future of this burgeoning field.

Download or read book Recover to Live written by Christopher Kennedy Lawford and published by BenBella Books, Inc.. This book was released on 2013-01-01 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: From New York Times bestselling author of Symptoms of Withdrawal and Moments of Clarity Christopher Kennedy Lawford comes a book that will save lives. For most of his early life, Christopher Kennedy Lawford battled life-threatening drug and alcohol addictions. Now in recovery for more than 25 years, he works to effect change and raise global awareness of addiction in nonprofit, private, and government circles, serving as the goodwill ambassador for drug dependence treatment and care for the United Nations. For the first time, Recover to Live brings together all of the most effective self-care treatments for the seven most toxic compulsions affecting every culture on the planet today—alcohol dependence, drug dependence, eating disorders, gambling, hoarding, smoking, sex, and porn. In Recover to Live, more than 100 of the world's top experts interviewed by Lawford share their research and wisdom on how to determine if your bad habit is becoming a dependency, what treatments will work best for you, how best to help yourself or a loved one recover from addiction, and how to lead a fulfilling and productive life in recovery.

Download or read book Advances in Artificial Intelligence Big Data and Algorithms written by G. Grigoras and published by IOS Press. This book was released on 2023-12-19 with total page 1224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computers and automation have revolutionized the lives of most people in the last two decades, and terminology such as algorithms, big data and artificial intelligence have become part of our everyday discourse. This book presents the proceedings of CAIBDA 2023, the 3rd International Conference on Artificial Intelligence, Big Data and Algorithms, held from 16 - 18 June 2023 as a hybrid conference in Zhengzhou, China. The conference provided a platform for some 200 participants to discuss the theoretical and computational aspects of research in artificial intelligence, big data and algorithms, reviewing the present status and future perspectives of the field. A total of 362 submissions were received for the conference, of which 148 were accepted following a thorough double-blind peer review. Topics covered at the conference included artificial intelligence tools and applications; intelligent estimation and classification; representation formats for multimedia big data; high-performance computing; and mathematical and computer modeling, among others. The book provides a comprehensive overview of this fascinating field, exploring future scenarios and highlighting areas where new ideas have emerged over recent years. It will be of interest to all those whose work involves artificial intelligence, big data and algorithms.