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Human-Centered Data Discovery / by Kathleen Gregory, Laura Koesten.
- Format:
- Book
- Author/Creator:
- Gregory, Kathleen, author.
- Koesten, Laura, author.
- Series:
- Synthesis Lectures on Information Concepts, Retrieval, and Services, 1947-9468
- Language:
- English
- Subjects (All):
- Information storage and retrieval systems.
- Application software.
- User interfaces (Computer systems).
- Human-computer interaction.
- Data mining.
- Data structures (Computer science).
- Information theory.
- Computer science.
- Information Storage and Retrieval.
- Computer and Information Systems Applications.
- User Interfaces and Human Computer Interaction.
- Data Mining and Knowledge Discovery.
- Data Structures and Information Theory.
- Computer Science.
- Local Subjects:
- Information Storage and Retrieval.
- Computer and Information Systems Applications.
- User Interfaces and Human Computer Interaction.
- Data Mining and Knowledge Discovery.
- Data Structures and Information Theory.
- Computer Science.
- Physical Description:
- 1 online resource (89 pages)
- Edition:
- 1st ed. 2022.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- Summary:
- This book synthesizes existing research on human-centered data discovery, as well as the recommendations which exist for supporting the design of sustainable, user-centered data search systems. While information-seeking in various settings has been well-researched within computer and information science, not much is known about human-centered data discovery, or how people discover, understand and interact with data that others create. This is particularly relevant given the ever-increasing amounts of data being produced and made available, and the creation of data-specific discovery tools and systems. This book examines how people find the data they need, which search strategies and tools they use, how they understand data, and how search systems can be better designed to meet people’s needs.
- Contents:
- Introduction
- Data discovery: A human-centered view
- Data needs
- Discovering data
- Data evaluation and sensemaking
- Recommendations for data discovery, sensemaking and reuse.
- Notes:
- Includes bibliographical references.
- Description based on publisher supplied metadata and other sources.
- Other Format:
- Print version: Gregory, Kathleen Human-Centered Data Discovery
- ISBN:
- 3-031-18223-5
- OCLC:
- 1369675044
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