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- ArticleOctober 2024
A Trusted Friend in the Middle of the Night: End-User Perspectives on Artificial Intelligence Informed Software Systems as a Decision-Making Aid for Patients and Clinicians Navigating Uncertainty in Kidney Transplant
AbstractDeceased donor kidney transplantation is often the only treatment for patients in end-stage renal disease and other life-threatening conditions. Kidney transplant processes can be fraught with uncertainty for both clinicians making critical ...
A Design Space for Intelligent and Interactive Writing Assistants
- Mina Lee,
- Katy Ilonka Gero,
- John Joon Young Chung,
- Simon Buckingham Shum,
- Vipul Raheja,
- Hua Shen,
- Subhashini Venugopalan,
- Thiemo Wambsganss,
- David Zhou,
- Emad A. Alghamdi,
- Tal August,
- Avinash Bhat,
- Madiha Zahrah Choksi,
- Senjuti Dutta,
- Jin L.C. Guo,
- Md Naimul Hoque,
- Yewon Kim,
- Simon Knight,
- Seyed Parsa Neshaei,
- Antonette Shibani,
- Disha Shrivastava,
- Lila Shroff,
- Agnia Sergeyuk,
- Jessi Stark,
- Sarah Sterman,
- Sitong Wang,
- Antoine Bosselut,
- Daniel Buschek,
- Joseph Chee Chang,
- Sherol Chen,
- Max Kreminski,
- Joonsuk Park,
- Roy Pea,
- Eugenia Ha Rim Rho,
- Zejiang Shen,
- Pao Siangliulue
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 1054, Pages 1–35https://doi.org/10.1145/3613904.3642697In our era of rapid technological advancement, the research landscape for writing assistants has become increasingly fragmented across various research communities. We seek to address this challenge by proposing a design space as a structured way to ...
- Work in ProgressMay 2024
Untangling Critical Interaction with AI in Students’ Written Assessment
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 357, Pages 1–6https://doi.org/10.1145/3613905.3651083Artificial Intelligence (AI) has become a ubiquitous part of society, but a key challenge exists in ensuring that humans are equipped with the required critical thinking and AI literacy skills to interact with machines effectively by understanding their ...
- research-articleMarch 2022
- extended-abstractMay 2021
Workshop on Technologies to Support Critical Thinking in an Age of Misinformation
CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing SystemsArticle No.: 105, Pages 1–5https://doi.org/10.1145/3411763.3441350Serious concerns have been raised about social media’s and online news outlets’ contribution to a pandemic of misinformation. The sheer volume and tendency of misinformation to exploit people’s cognitive biases have eroded the public’s trust in media ...
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- short-paperMarch 2020
Learning-centred translucence: an approach to understand how teachers talk about classroom data
- Rita Prestigiacomo,
- Roger Hadgraft,
- Jane Hunter,
- Lori Locker,
- Simon Knight,
- Elise van den Hoven,
- Roberto Martinez-Maldonado
LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & KnowledgePages 100–105https://doi.org/10.1145/3375462.3375475Teachers are increasingly being encouraged to embrace evidence-based practices. Learning analytics (LA) offer great promise in supporting these by providing evidence for teachers and learners to make informed decisions and transform the educational ...
- research-articleMarch 2019
Contextualizable Learning Analytics Design: A Generic Model and Writing Analytics Evaluations
LAK19: Proceedings of the 9th International Conference on Learning Analytics & KnowledgePages 210–219https://doi.org/10.1145/3303772.3303785A major promise of learning analytics is that through the collection of large amounts of data we can derive insights from authentic learning environments, and impact many learners at scale. However, the context in which the learning occurs is important ...
- research-articleMarch 2018
Analytics-enabled teaching as design: reconceptualisation and call for research
LAK '18: Proceedings of the 8th International Conference on Learning Analytics and KnowledgePages 427–435https://doi.org/10.1145/3170358.3170390As a human-centred educational practice and field of research, learning analytics must account for key stakeholders in teaching and learning. The focus of this paper is on the role of institutions to support teachers to incorporate learning analytics ...
- research-articleOctober 2017
Data play: Participatory visualisation to make sense of data
Proceedings of the Association for Information Science and Technology (PRA2), Volume 54, Issue 1Pages 617–618https://doi.org/10.1002/pra2.2017.14505401089ABSTRACTThis visual presentation invites conference participants to use data play to tap into the creative capacity of visual ideation for individual and collaborative learning about (their) data. The authors discuss the application of a hand‐drawn self‐...
- research-articleOctober 2017
The orchestration of a collaborative information seeking learning task
Information Retrieval (INFRE), Volume 20, Issue 5Pages 480–505https://doi.org/10.1007/s10791-017-9304-zAbstractThe paper describes our novel perspective on ‘searching to learn’ through collaborative information seeking (CIS). We describe this perspective, which motivated empirical work to ‘orchestrate’ a CIS searching to learn session. The work is ...
- research-articleAugust 2017
The relationship of (perceived) epistemic cognition to interaction with resources on the internet
Computers in Human Behavior (COHB), Volume 73, Issue CPages 507–518https://doi.org/10.1016/j.chb.2017.04.014Information seeking and processing are key literacy practices. However, they are activities that students, across a range of ages, struggle with. These information seeking processes can be viewed through the lens of epistemic cognition: beliefs ...
- posterMarch 2017
Dear learner: participatory visualisation of learning data for sensemaking
LAK '17: Proceedings of the Seventh International Learning Analytics & Knowledge ConferencePages 532–533https://doi.org/10.1145/3027385.3029443We discuss the application of a hand-drawn self-visualization approach to learner-data, to draw attention to the space of representational possibilities, the power of representation interactions, and the performativity of information representation.
- abstractMarch 2017
Writing analytics literacy: bridging from research to practice
LAK '17: Proceedings of the Seventh International Learning Analytics & Knowledge ConferencePages 496–497https://doi.org/10.1145/3027385.3029425There is untapped potential in achieving the full impact of learning analytics through the integration of tools into practical pedagogic contexts. To meet this potential, more work must be conducted to support educators in developing learning analytics ...
- research-articleMarch 2017
Reflective writing analytics for actionable feedback
LAK '17: Proceedings of the Seventh International Learning Analytics & Knowledge ConferencePages 153–162https://doi.org/10.1145/3027385.3027436Reflective writing can provide a powerful way for students to integrate professional experience and academic learning. However, writing reflectively requires high quality actionable feedback, which is time-consuming to provide at scale. This paper ...
- short-paperMarch 2017
Towards mining sequences and dispersion of rhetorical moves in student written texts
LAK '17: Proceedings of the Seventh International Learning Analytics & Knowledge ConferencePages 228–232https://doi.org/10.1145/3027385.3027433There is an increasing interest in the analysis of both student's writing and the temporal aspects of learning data. The analysis of higher-level learning features in writing contexts requires analyses of data that could be characterised in terms of the ...
- tutorialApril 2016
Putting temporal analytics into practice: the 5th international workshop on temporality in learning data
LAK '16: Proceedings of the Sixth International Conference on Learning Analytics & KnowledgePages 488–489https://doi.org/10.1145/2883851.2883865Interest in temporal analytics---analytics that probe temporal aspects of learning so as to gain insights into the processes through which learning occurs---continues to grow. The relationships of temporal patterns to learning outcomes is a central area ...
- tutorialApril 2016
Critical perspectives on writing analytics
LAK '16: Proceedings of the Sixth International Conference on Learning Analytics & KnowledgePages 481–483https://doi.org/10.1145/2883851.2883854Writing Analytics focuses on the measurement and analysis of written texts for the purpose of understanding writing processes and products, in their educational contexts, and improving the teaching and learning of writing. This workshop adopts a ...
- short-paperOctober 2015
Temporal Analysis in Epistemic SCIS Tasks
ECol '15: Proceedings of the 2015 Workshop on Evaluation on Collaborative Information Retrieval and SeekingPages 15–16https://doi.org/10.1145/2812376.2812379Temporal considerations are core to understanding both learning, and information seeking processes and outcomes. This claim is true of both individual, and collaboratively based work. Indeed, limited analysis has been conducted in both the learning and ...
- research-articleOctober 2015
Learning Indicators in SCIS Tasks
ECol '15: Proceedings of the 2015 Workshop on Evaluation on Collaborative Information Retrieval and SeekingPages 11–13https://doi.org/10.1145/2812376.2812378Evaluation of user success, and systems to support that success, in information seeking tasks is complex. The addition of social or/and collaborative elements to task and system design adds an additional layer of complexity to such evaluation. This ...
- tutorialMarch 2015
It's about time: 4th international workshop on temporal analyses of learning data
LAK '15: Proceedings of the Fifth International Conference on Learning Analytics And KnowledgePages 388–389https://doi.org/10.1145/2723576.2723638Interest in analyses that probe the temporal aspects of learning continues to grow. The study of common and consequential sequences of events (such as learners accessing resources, interacting with other learners and engaging in self-regulatory ...