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Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration
This two-volume set LNCS 14457 and LNCS 14458 constitutes the refereed proceedings of the 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023, held in Taipei, Taiwan, during December 4-7, 2023. The 15 full, 17 short, 2 practice papers and 12 poster papers presented in this volume were carefully reviewed and selected from 85 submissions. Based on significant contributions, the full and short papers have been classified into the following topics: include information retrieval, knowledge extraction and discovery, cultural and scholarly data, information seeking and use, digital archives and data management, design and evaluation of information environments, and applications of GAI in digital libraries.
Big Data and Social Science
Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.
Digital Libraries: Data, Information, and Knowledge for Digital Lives
This book constitutes the refereed proceedings of the 19th International Conference on Asia-Pacific Digital Libraries, ICADL 2017, held in Bangkok, Thailand, in November 2017. The 21 full papers and 6 short papers presented in this book were carefully reviewed and selected from 51 submissions. The paper topics of ICADL 2017 covered a wide spectrum from various areas, including information visualization, data mining/extraction, cultural heritage preservation, personalized service and user modeling, novel library content and use environments, electronic publishing, preservation systems and algorithms, social networking and information systems, Internet of things, cloud computing and applications, mobile services, interoperability issues, open source tools and systems, security and privacy, multi-language support, metadata and cataloguing, search, retrieval and browsing interfaces to all forms of digital content, e-Science/e-Research data and knowledge management, and cooperative service and community service.
Dashboard Design
Interactive visualization and visual analytics tools have been designed and developed in the past and will be developed in the future as well. In each application domain in which data is measured, generated, and recorded we see a potential candidate for an interactive visualization tool with the goal to find insights and knowledge in the data. This knowledge can be found either visually by humans’ interventions or algorithmically by the machine, in the best case by applying both concepts in combination as in visual analytics. One of the easiest ways to get an interactive visualization tool running is by means of dashboards, typically implemented as webpages that can run in a web browser an...
Strategies in Biomedical Data Science
An essential guide to healthcare data problems, sources, and solutions Strategies in Biomedical Data Science provides medical professionals with much-needed guidance toward managing the increasing deluge of healthcare data. Beginning with a look at our current top-down methodologies, this book demonstrates the ways in which both technological development and more effective use of current resources can better serve both patient and payer. The discussion explores the aggregation of disparate data sources, current analytics and toolsets, the growing necessity of smart bioinformatics, and more as data science and biomedical science grow increasingly intertwined. You'll dig into the unknown chall...
Towards Open and Trustworthy Digital Societies
This book constitutes the refereed proceedings of the 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, which was held in December 2021. Due to COVID-19 pandemic the conference was held virtually. The 17 full, 14 short, and 5 practice papers presented in this volume were carefully reviewed and selected from 87 submissions. The papers were organized in topical sections named: Knowledge Discovery from Digital Collections; Search for Better User Experience; Information Extraction; Multimedia; Text Classification and Matching; Data Infrastructure for Digital Libraries; Data Modeling; Neural-based Learning.
From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries
This book constitutes the refereed proceedings of the 24th International Conference on Asia-Pacific Digital Libraries, ICADL 2022, which was held in November/December 2022. The 14 full, 18 short, and 12 poster papers presented in this volume were carefully reviewed and selected from 78 submissions. Based on significant contributions, the full and short papers have been classified into the following topics: intelligent document analysis; neural-based knowledge extraction; knowledge discovery for enhancing collaboration; smart search and annotation; cultural data collection and analysis; scholarly data processing; data archive and management; research activities and digital library; and trends in digital library.
Proceedings of the 2022 2nd International Conference on Economic Development and Business Culture (ICEDBC 2022)
This is an open access book. With the support of universities and the research of AEIC Academic Exchange Center, The 2nd International Conference on Economic Development and Business Culture (ICEDBC 2022) will be held in Dali from June 24th to 26th. Compared with previous conferences, it will discuss more in-depth economic independent innovation, open cooperation and innovative business culture under the background of the new development stage, new situation and new journey era. There will be a broad exchange environment. Well-known experts, scholars or entrepreneurs in the field will be invited to make keynote reports. Contributing authors are also very welcome to actively participate in the conference and build an academic exchange ceremony.
Integration von Lead Usern in die Innovationspraxis
Basierend auf einer Online-Befragung sowie einer Fallstudienanalyse untersucht Jens Lehnen die Zusammenarbeit von Unternehmen mit Lead Usern – fortschrittlichen Nutzern, die zukünftige Bedürfnisse früher als die Masse erfahren und oftmals selber innovieren. Er entwickelt die theoretische Methodik des Lead User-Ansatzes weiter und schafft Verbindungen zu anderen Disziplinen wie z.B. dem agilen Projektmanagement. Die Zusammenarbeit mit Lead Usern ist für die Innovationsentwicklung von Unternehmen sehr wertvoll, weshalb der Autor abschließend eine Best Practice für die effektive Anwendung des Lead User-Ansatzes in der Praxis definiert.
