Topic Detection And Tracking In Personal Search History
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Text Data Mining
| Author | : Chengqing Zong |
| Publisher | : Springer Nature |
| Total Pages | : 363 |
| Release | : 2021-05-22 |
| Genre | : Computers |
| ISBN | : 9811601003 |
This book discusses various aspects of text data mining. Unlike other books that focus on machine learning or databases, it approaches text data mining from a natural language processing (NLP) perspective. The book offers a detailed introduction to the fundamental theories and methods of text data mining, ranging from pre-processing (for both Chinese and English texts), text representation and feature selection, to text classification and text clustering. It also presents the predominant applications of text data mining, for example, topic modeling, sentiment analysis and opinion mining, topic detection and tracking, information extraction, and automatic text summarization. Bringing all the related concepts and algorithms together, it offers a comprehensive, authoritative and coherent overview. Written by three leading experts, it is valuable both as a textbook and as a reference resource for students, researchers and practitioners interested in text data mining. It can also be used for classes on text data mining or NLP.
Topic Detection and Tracking
| Author | : James Allan |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 272 |
| Release | : 2012-12-06 |
| Genre | : Computers |
| ISBN | : 1461509335 |
Topic Detection and Tracking: Event-based Information Organization brings together in one place state-of-the-art research in Topic Detection and Tracking (TDT). This collection of technical papers from leading researchers in the field not only provides several chapters devoted to the research program and its evaluation paradigm, but also presents the most current research results and describes some of the remaining open challenges. Topic Detection and Tracking: Event-based Information Organization is an excellent reference for researchers and practitioners in a variety of fields related to TDT, including information retrieval, automatic speech recognition, machine learning, and information extraction.
New Trends and Developments in Biometrics
| Author | : Jucheng Yang |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 346 |
| Release | : 2012-11-28 |
| Genre | : Computers |
| ISBN | : 953510859X |
In recent years, biometrics has developed rapidly with its worldwide applications for daily life. New trends and novel developments have been proposed to acquire and process many different biometric traits. The ignored challenges in the past and potential problems need to be thought together and deeply integrated. The key objective of the book is to keep up with the new technologies on some recent theoretical development as well as new trends of applications in biometrics. The topics covered in this book reflect well both aspects of development. They include the new development in forensic speaker recognition, 3D and thermo face recognition, finger vein recognition, contact-less biometric system, hand geometry recognition, biometric performance evaluation, multi-biometric template protection, and novel subfields in the new challenge fields. The book consists of 13 chapters. It is divided into four sections, namely, theory and method, performance evaluation, security and template protection, and other applications. The book was reviewed by editors Dr. Jucheng Yang and Dr. Shanjuan Xie. We deeply appreciate the efforts of our guest editors: Dr. Norman Poh, Dr. Loris Nanni, Dr. Dongsun Park, Dr. Sook Yoon and Ms. Congcong Xiong, as well as a number of anonymous reviewers.
Encyclopedia of Machine Learning
| Author | : Claude Sammut |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 1061 |
| Release | : 2011-03-28 |
| Genre | : Computers |
| ISBN | : 0387307680 |
This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.
Human Interface and the Management of Information. Interacting in Information Environments
| Author | : Michael J. Smith |
| Publisher | : Springer |
| Total Pages | : 1174 |
| Release | : 2007-08-24 |
| Genre | : Computers |
| ISBN | : 354073354X |
This is the second of a two-volume set that constitutes the refereed proceedings of the Symposium on Human Interface 2007, held in Beijing, China in July 2007. It covers communication and collaboration, knowledge, learning and education, mobile interaction, interacting with the world wide web and electronic services, business management and industrial applications, as well as environment, transportation and safety.
Culture and Computing
| Author | : Matthias Rauterberg |
| Publisher | : Springer Nature |
| Total Pages | : 632 |
| Release | : 2023-07-11 |
| Genre | : Computers |
| ISBN | : 3031347323 |
This book constitutes the refereed proceedings of the 11th International Conference on Culture and Computing, C&C 2023, held as part of the 25th International Conference, HCI International 2023, which was held virtually in Copenhagen, Denmark in July 2023. The total of 1578 papers and 396 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 7472 submissions. The C&C 2023 proceeding focuses on preserving, disseminating, and creating cultural heritages via ICT (e.g., digital archives), to empower humanities research via ICT (i.e., digital humanities), to create art and expressions via ICT (i.e., media art), to support interactive cultural heritage experiences (e.g., rituals), and to understand new cultures born on the Internet (e.g., net culture, social media, games).
Innovations in Intelligent Machines -2
| Author | : Toyohide Watanabe |
| Publisher | : Springer |
| Total Pages | : 286 |
| Release | : 2011-10-26 |
| Genre | : Technology & Engineering |
| ISBN | : 364223190X |
This research volume is a continuation of our previous volume on intelligent machines. We have laid the foundation of intelligent machines in Springer SCI Series Volume 70 by including the possible and successful applications of computational intelligence paradigms in machines for mimicking the human behaviour. The present volume includes the recent advances in intelligent paradigms and innovative applications such as document processing, language translation, English academic writing, crawling system for web pages, web-page retrieval technique, aggregate k-Nearest Neighbour for answering queries, context-aware guide, recommendation system for museum, meta-learning environment, case-based reasoning approach for adaptive modelling in exploratory learning, discussion support system for understanding research papers, system for recommending e-Learning courses, community site for supporting multiple motor-skill development, community size estimation of internet forum, lightweight reprogramming for wireless sensor networks, adaptive traffic signal controller and virtual disaster simulation system. This book is directed to engineers, scientists, researchers, professor and the undergraduate/postgraduate students who wish to explore the applications of intelligent paradigms further.
Digital History and Hermeneutics
| Author | : Andreas Fickers |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 243 |
| Release | : 2022-06-21 |
| Genre | : History |
| ISBN | : 3110724073 |
As a result of rapid advancements in computer science during recent decades, there has been an increased use of digital tools, methodologies and sources in the field of digital humanities. While opening up new opportunities for scholarship, many digital methods and tools now used for humanities research have nevertheless been developed by computer or data sciences and thus require a critical understanding of their mode of operation and functionality. The novel field of digital hermeneutics is meant to provide such a critical and reflexive frame for digital humanities research by acquiring digital literacy and skills. A new knowledge for the assessment of digital data, research infrastructures, analytical tools, and interpretative methods is needed, providing the humanities scholar with the necessary munition for doing critical research. The Doctoral Training Unit "Digital History and Hermeneutics" at the University of Luxembourg applies this analytical frame to 13 PhD projects. By combining a hermeneutic reflection on the new digital practices of humanities scholarship with hands-on experimentation with digital tools and methods, new approaches and opportunities as well as limitations and flaws can be addressed.
Information and Automation
| Author | : Luo Qi |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 775 |
| Release | : 2011-04-15 |
| Genre | : Computers |
| ISBN | : 364219852X |
This book constitutes the refereed proceedings of the International Symposium on Information and Automation, ISIA 2010, held in Guangzhou, China, in November 2010. The 110 revised full papers presented were carefully reviewed and selected from numerous submissions. The symposium provides a forum for researchers, educators, engineers, and government officials to present and discuss their latest research results and exchange views on the future research directions in the general areas of Information and Automation.
