Rachel Bruce - The three stages of data

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The 3 Stages of Data …

Rachel BruceInnovation Director, Jisc

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Personalisation

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•Relevance•Competition with the Web •Push & Pull•Amazon •Usage data

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$1m prize!!! – Recommender system

Open University - Recommendations Improve the Search Experience

– addressing inadequate library search & the user experience

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SALT – Manchester/COPAC – Surfacing the Academic Longtail

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Decision Making

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…metro doc at Penn …

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The vision of the library analytics and metrics project is to put data at the fingertips of librarians to improve student attainment and satisfaction and achieve new efficiencies and economies through innovative services and tailored support.

•Gate data •Usage•Circulation •Registry •Student services•Assessment

Use by staff, students, discipline, demographics

Collection Management

Benchmarking Student attainment

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New Services

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Lemon Tree at Huddersfield University – gamification

The Learning Registry – paradata layer …

Library Cloud & Shelf Life – DPLA – Harvard Library Innovation Lab

Course signals – Purdue – in time personalized learner support

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Personlisation – individual

Decision making – across the institution and the library

New Services – create experiences

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"Every day I wake up and ask, 'how can I flow data better, manage data better, analyse data better?"

Rollin Ford, the CIO of Wal-Mart

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