Recommender Systems in Fashion and Retail: Proceedings of the Third Workshop at the Recommender Systems Conference (2021), Dokoohaki Nima, Jaradat Shatha, Corona Pampнn Humberto Jesъs
Описание: This book includes high impact papers presented at the International Conference on Communication, Computing and Electronics Systems 2019, held at the PPG Institute of Technology, Coimbatore, India, on 15-16 November, 2019.
Автор: Agarwal Название: Statistical Methods for Recommender Systems ISBN: 1107036070 ISBN-13(EAN): 9781107036079 Издательство: Cambridge Academ Рейтинг: Цена: 7602.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Designing algorithms to recommend items such as news articles and movies to users is a challenging task in numerous web applications. The crux of the problem is to rank items based on users' responses to different items to optimize for multiple objectives. Major technical challenges are high dimensional prediction with sparse data and constructing high dimensional sequential designs to collect data for user modeling and system design. This comprehensive treatment of the statistical issues that arise in recommender systems includes detailed, in-depth discussions of current state-of-the-art methods such as adaptive sequential designs (multi-armed bandit methods), bilinear random-effects models (matrix factorization) and scalable model fitting using modern computing paradigms like MapReduce. The authors draw upon their vast experience working with such large-scale systems at Yahoo! and LinkedIn, and bridge the gap between theory and practice by illustrating complex concepts with examples from applications they are directly involved with.
Knowledge Systems and Decision Making.- Expertise, Knowledge and Decision: Lessons from the Covid-19 Crisis in France.- E-learning: Factors Affecting Students Online Learning During Covied-19 Quarantine in a Developing Country.- The Importance of Tacit Knowledge when Teaching Suddenly Online.- Decision Support System for Online Recruitment.- Cognitive Effort Reduction within Group Decision Making through Aggregation and Disaggregation of Individual Preferences.- Machine learning, Recommender Systems, and Knowledge Systems.- A Dynamic Convolutional Neural Network Approach for Legal Text Classification.- Trends of Evolutionary Machine Learning to Address Big Data Mining. -Analyzing Performances of Three Context-Aware Collaborator Recommendation Algorithms in Terms of Accuracy and time Efficiency. -Recommender System for Online Teaching. -Security, Artificial Intelligence, and Information Systems. -Artificial Intelligence & Cybersecurity: A Preliminary Study of Automated Pentesting with Offensive Artificial Intelligence.- Archived Processes Integration for Extension of the Reverse Engineering Approach.- QoS Aware Classification of Composite Web Services using Rough Approximation.- Towards a Semantic Model of the Context of Navigation.
Описание: The first part is advances in systems and it is dedicated to applications of the artificial neural networks, evolutionary computation, swarm intelligence, artificial immune systems, fuzzy system, autonomous and multi-agent systems, machine learning, other intelligent systems and related areas.
Описание: This book constitutes the refereed proceedings of the 34th IFIP TC 11 International Conference on Information Security and Privacy Protection, SEC 2019, held in Lisbon, Portugal, in June 2019. The 26 revised full papers presented were carefully reviewed and selected from 76 submissions.
Описание: This book includes high impact papers presented at the International Conference on Communication, Computing and Electronics Systems 2019, held at the PPG Institute of Technology, Coimbatore, India, on 15-16 November, 2019.
Knowledge Management.- Big Data, Databases.- Expert System.- Information System.- Information Retrieval.- Digital Libraries.- Mobile Computing.- Pervasive Computing.- Semantic.- Data Visualization.- Web Services.
Описание: This book constitutes the proceedings of the 20th INternational Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020, held in Auckland, New Zealand, in February 2020. biomedical image analysis; image analysis; tracking, and mapping and scene analysis.
Advanced database and web applications.-Big data.- Data mining.- Machine learning for database.- Data warehouse and OLAP.- Information retrieval.- Data model and query language.- Query processing.- Optimization.- Recommendation systems.- Data quality and credibility.- Multimedia databases.- Temporal and spatial databases.- Data streams and time-series data.- Semantic web and knowledge management.- Graph data management.- Social network analytics.- Bio and health informatics.- Blockchain and parallel/distributed systems.- Security.- Privacy and Trust.- Databases for emerging hardware.
Описание: This book constitutes the thoroughly refereed post conference papers of the Third International Conference on Blockchain and Trustworthy Systems, Blocksys 2021, held in Guangzhou, China, in August 2021.*The 38 full papers and the 12 short papers were carefully reviewed and selected from 98 submissions.
Описание: These conference proceedings are the output of one of the first academic events of its nature happening globally, targeting fashion from a communication sciences perspective, including, in a broad sense, cultural heritage studies and marketing.
Описание: This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
