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1. Scrutable AIED

Author

Kay, Judy, primary, Kummerfeld, Bob, additional, Conati, Cristina, additional, Porayska-Pomsta, Kaśka, additional, and Holstein, Ken, additional

Published
2023
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3. From Data to Personal User Models for Life-Long, Life-Wide Learners

Author

Kay, Judy and Kummerfeld, Bob

Abstract

As technology has become ubiquitous in learning contexts, there has been an explosion in the amount of learning data. This creates opportunities to draw on the decades of learner modelling research from Artificial Intelligence in Education and more recent research on Personal Informatics. We use these bodies of research to introduce a conceptual model for a Personal User Model for Life-long, Life-wide Learners (PUMLs). We use this to define a core set of system competency questions. A successful PUML and its interface must enable a learner to answer these by scrutinising their PUML, aided by its scaffolding interfaces. We aim to give learners both control over their own learning data and the means to harness that data for the important metacognitive processes of self-monitoring, reflection and planning. We conclude with a set of design guidelines for creating PUMLs. Our core contribution is a way to think about the design and evaluation of learning data and applications so that they give learner control and agency beyond simple data access and algorithmic transparency.

Published
2019
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4. MOOClm: User Modelling for MOOCs

Author

Cook, Ronny, Kay, Judy, Kummerfeld, Bob, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ricci, Francesco, editor, Bontcheva, Kalina, editor, Conlan, Owen, editor, and Lawless, Séamus, editor

Published
2015
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6. Modelling Long Term Goals

Author

Barua, Debjanee, Kay, Judy, Kummerfeld, Bob, Paris, Cécile, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Dimitrova, Vania, editor, Kuflik, Tsvi, editor, Chin, David, editor, Ricci, Francesco, editor, Dolog, Peter, editor, and Houben, Geert-Jan, editor

Published
2014
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7. Scrutable User Models and Personalised Item Recommendation in Mobile Lifestyle Applications

Author

Wasinger, Rainer, Wallbank, James, Pizzato, Luiz, Kay, Judy, Kummerfeld, Bob, Böhmer, Matthias, Krüger, Antonio, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carberry, Sandra, editor, Weibelzahl, Stephan, editor, Micarelli, Alessandro, editor, and Semeraro, Giovanni, editor

Published
2013
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8. Safe Execution of Dynamically Loaded Code on Mobile Phones

Author

Pink, Glen, Gerber, Simon, Fry, Michael, Kay, Judy, Kummerfeld, Bob, Wasinger, Rainer, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert, Series editor, Coulson, Geoffrey, Series editor, Sénac, Patrick, editor, Ott, Max, editor, and Seneviratne, Aruna, editor

Published
2012
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10. User Modelling Ecosystems: A User-Centred Approach

Author

Wasinger, Rainer, Fry, Michael, Kay, Judy, Kummerfeld, Bob, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Masthoff, Judith, editor, Mobasher, Bamshad, editor, Desmarais, Michel C., editor, and Nkambou, Roger, editor

Published
2012
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11. Recommender Systems and the Social Web

Author

Tiroshi, Amit, Kuflik, Tsvi, Kay, Judy, Kummerfeld, Bob, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Ardissono, Liliana, editor, and Kuflik, Tsvi, editor

Published
2012
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12. Tackling HCI Challenges of Creating Personalised, Pervasive Learning Ecosystems

Author

Kay, Judy, Kummerfeld, Bob, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Wolpers, Martin, editor, Kirschner, Paul A., editor, Scheffel, Maren, editor, Lindstaedt, Stefanie, editor, and Dimitrova, Vania, editor

Published
2010
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13. PersonisJ: Mobile, Client-Side User Modelling

Author

Gerber, Simon, Fry, Michael, Kay, Judy, Kummerfeld, Bob, Pink, Glen, Wasinger, Rainer, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, De Bra, Paul, editor, Kobsa, Alfred, editor, and Chin, David, editor

Published
2010
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15. PersonisAD: Distributed, Active, Scrutable Model Framework for Context-Aware Services

Author

Assad, Mark, Carmichael, David J., Kay, Judy, Kummerfeld, Bob, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, LaMarca, Anthony, editor, Langheinrich, Marc, editor, and Truong, Khai N., editor

Published
2007
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16. Secure Identity Management for Pseudo-Anonymous Service Access

Author

Hitchens, Michael, Kay, Judy, Kummerfeld, Bob, Brar, Ajay, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Hutter, Dieter, editor, and Ullmann, Markus, editor

Published
2005
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17. Personis: A Server for User Models

Author

Kay, Judy, Kummerfeld, Bob, Lauder, Piers, Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, De Bra, Paul, editor, Brusilovsky, Peter, editor, and Conejo, Ricardo, editor

Published
2002
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31. Exer-model

Author

Yoo, Soojeong, primary, Jung, Jisu, additional, Paris, Cecile, additional, Kummerfeld, Bob, additional, and Kay, Judy, additional

Published
2019
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32. New frontiers of quantified self 3

Author

Rapp, Amon, primary, Cena, Federica, additional, Kay, Judy, additional, Kummerfeld, Bob, additional, Hopfgartner, Frank, additional, Plumbaum, Till, additional, Larsen, Jakob Eg, additional, Epstein, Daniel A., additional, and Gouveia, Rúben, additional

Published
2017
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36. New frontiers of quantified self 2

Author

Rapp, Amon, primary, Cena, Federica, additional, Kay, Judy, additional, Kummerfeld, Bob, additional, Hopfgartner, Frank, additional, Plumbaum, Till, additional, Larsen, Jakob Eg, additional, Epstein, Daniel A., additional, and Gouveia, Rúben, additional

Published
2016
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40. New frontiers of quantified self

Author

Rapp, Amon, primary, Cena, Federica, additional, Kay, Judy, additional, Kummerfeld, Bob, additional, Hopfgartner, Frank, additional, Plumbaum, Till, additional, and Larsen, Jakob Eg, additional

Published
2015
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41. SAL

Author

Kummerfeld, Bob, primary, Tang, Lie Ming, additional, Kay, Judy, additional, and Yekeh, Farahnaz, additional

Published
2015
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43. Personal lifelong user model clouds

Author

Dolog, Peter, Kay, Judy, and Kummerfeld, Bob

Abstract

This paper explores an architecture for very long term usermodelling, based upon personal user model clouds. These ensure that theindividual's applications can access their model whenever it is needed.At the same time, the user can control the use of their user model. So,they can ensure it is accessed only when and where they wish, by applicationsthat they wish. We consider the challenges of representing usermodels so that they can be reused by multiple applications. We indicatepotential synergies between distributed and centralised user modellingarchitectures, proposing an architecture which combines both. Finallywe discuss implications of our approach for consistency and freshness ofthe user model information.

Published
2009

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