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Titlebook: Data-Driven Personas; Bernard J. Jansen,Joni Salminen,Kathleen Guan Book 2021 Springer Nature Switzerland AG 2021

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发表于 2025-3-21 16:26:03 | 显示全部楼层 |阅读模式
书目名称Data-Driven Personas
编辑Bernard J. Jansen,Joni Salminen,Kathleen Guan
视频video
丛书名称Synthesis Lectures on Human-Centered Informatics
图书封面Titlebook: Data-Driven Personas;  Bernard J. Jansen,Joni Salminen,Kathleen Guan Book 2021 Springer Nature Switzerland AG 2021
描述Data-driven personas are a significant advancement in the fields of human-centered informatics and human-computer interaction. Data-driven personas enhance user understanding by combining the empathy inherent with personas with the rationality inherent in analytics using computational methods. Via the employment of these computational methods, the data-driven persona method permits the use of large-scale user data, which is a novel advancement in persona creation. A common approach for increasing stakeholder engagement about audiences, customers, or users, persona creation remained relatively unchanged for several decades. However, the availability of digital user data, data science algorithms, and easy access to analytics platforms provide avenues and opportunities to enhance personas from often sketchy representations of user segments to precise, actionable, interactive decision-making tools—data-driven personas! Using the data-driven approach, the persona profile can serve as an interface to a fully functional analytics system that can present user representation at various levels of information granularity for more task-aligned user insights. We trace the techniques that have e
出版日期Book 2021
版次1
doihttps://doi.org/10.1007/978-3-031-02231-9
isbn_softcover978-3-031-01103-0
isbn_ebook978-3-031-02231-9Series ISSN 1946-7680 Series E-ISSN 1946-7699
issn_series 1946-7680
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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An Overview of STEM Education in Asia,tics. Then, we present a short history of data-driven personas. This concise history is followed by a brief discussion of user segmentation, which is the conceptual foundation of personas. We end the chapter with an overview of Automatic Persona Generation (APG), a data-driven persona system used th
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Saravanan Muthaiyah,Vivek Ajit Singho bring the stakeholders within an organization to understand, develop, and productively employ data-driven personas for enhanced user understanding. We outline and discuss details of a three-step data-driven-personas process consisting of ., ., and .. We end the chapter with an example of the Autom
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Anjali Raghav,Sharad Vaish,Monika Guptana information needs, which refers to stakeholders’ requests for information. We then proceed to persona information display and design, which refers to how the selected information is displayed to end-users of data-driven personas. After this, we present the primary data collection strategies for d
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Pierre Collet,Jean-Pierre Eckmanne diversity of algorithmic approaches. We then summarize the primary challenges of data-driven persona development, pointing to the road ahead with general data-driven persona creation methods. We then demonstrate data-driven persona development with a detailed description of the Automatic Persona G
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Technological Developments and Standards often, from assumptions. This integration of data and algorithms offers new opportunities to shift personas from flat files to interactive persona systems. We illustrate this transition with Automatic Persona Generation (APG), a persona system. In pushing advancements of both persona and analytics
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https://doi.org/10.1007/978-3-642-68851-5f data-driven personas are fair and representative of minority groups while also countering the perpetuation of stereotypes. The complicated intersections of people and technology form the basis of this ethical inquiry of data-driven persona development. By exploring how the individual steps in data
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Interdisciplinary Biotechnological Advancesrly all of the evaluation content applies to other types of personas as well. We highlight the need for evaluation in both persona research and practice, and we introduce techniques for persona evaluation. We discuss what is a good persona and what elements combine to make a good persona. We then in
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