Publications

Research

Publications

Pınar Barlas Maximilian Krahn, Styliani Kleanthous Kyriakos Kyriakou Jahna Otterbacher.

Shifting our Awareness, Taking Back Tags: Temporal Changes in Computer Vision Services' Social Behaviors Inproceedings Forthcoming

the International AAAI Conference on Web and Social Media (ICWSM 2022)., Forthcoming.

BibTeX | Tags: Algorithmic Bias

Paul D Clough, Jahna Otterbacher

Democratizing AI: From Theory to Practice Journal Article Forthcoming

The Handbook of Research on Artificial Intelligence, Innovation, and Entrepreneurship. London: Edward Elgar Publishing., Forthcoming.

Abstract | BibTeX | Tags: Artificial Intelligence

Judy Kay Tsvi Kuflik, Michael Rovatsos

Toward a Transparency by Design Framework (day 4) Journal Article

Dagstuhl Reports, Vol. 11, Issue 5 ISSN 2192-5283, pp. 18, 2021.

Abstract | Links | BibTeX | Tags: Algorithmic Transparency

Kalia Orphanou Evgenia Christoforou, Jahna Otterbacher Monica Lestari Paramita Frank Hopfgartner

Preserving the memory of the first wave of COVID-19 pandemic: Crowdsourcing a collection of image search queries Inproceedings

2021.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Styliani Kleanthous Maria Kasinidou, Pınar Barlas Jahna Otterbacher

Perception of fairness in algorithmic decisions: Future developers' perspective Journal Article

Patterns, 2021.

Abstract | Links | BibTeX | Tags: Accountability, Algorithmic Fairness, Algorithmic Transparency, Artificial Intelligence

Kyriakos Kyriakou Pınar Barlas, Styliani Kleanthous Evgenia Christoforou Jahna Otterbacher

Crowdsourcing Human Oversight on Image Tagging Algorithms: An initial study of image diversity Inproceedings

The Ninth AAAI Conference on Human Computation and Crowdsourcing, 2021.

Abstract | Links | BibTeX | Tags: crowdsourcing

Monica Lestari Paramita Kalia Orphanou, Evgenia Christoforou Jahna Otterbacher Frank Hopfgartner

Do you see what I see? Images of the COVID-19 pandemic through the lens of Google Inproceedings

2021.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Artificial Intelligence

Styliani Kleanthous Jahna Otterbacher, Jo Bates Fausto Giunchiglia Frank Hopfgartner Tsvi Kuflik Kalia Orphanou Monica Paramita Michael Rovatsos Avital Shulner-Tal L

Report on the CyCAT winter school on fairness, accountability, transparency and ethics (FATE) in AI Inproceedings

ACM SIGIR Forum, pp. 1–9, ACM New York, NY, USA Association for Computing Machinery, 2021, ISSN: 0163-5840.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Algorithmic Fairness, Algorithmic Transparency

Maria Kasinidou Styliani Kleanthous, Jahna Otterbacher

‘Expected Most of the Results, but Some Others... Surprised Me’: Personality Inference in Image Tagging Services Inproceedings

Fogli, Daniela ; Tetteroo, Daniel ; Barricelli, Barbara Rita ; Borsci, Simone ; Markopoulos, Panos ; Papadopoulos, George A (Ed.): International Symposium on End User Development, pp. 187–195, Springer, 2021, ISBN: 978-3-030-79840-6.

Abstract | Links | BibTeX | Tags: Algorithmic Bias

Maria Kasinidou Styliani Kleanthous, Kalia Orphanou Jahna Otterbacher

Educating Computer Science Students about Algorithmic Fairness, Accountability, Transparency and Ethics Proceeding

Association for Computing Machinery, 2021, ISBN: 9781450382144.

Abstract | Links | BibTeX | Tags: Algorithmic Fairness, Algorithmic Transparency

Fausto Giunchiglia Styliani Kleanthous, Jahna Otterbacher Tim Draws

Transparency Paths - Documenting the Diversity of User Perceptions Inproceedings

Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, Association for Computing Machinery, 2021, ISBN: 9781450383677.

Abstract | Links | BibTeX | Tags: Algorithmic Transparency, Diversity

Bamshad Mobasher Styliani Kleanthous, Bettina Berendt Jahna Otterbacher Tsvi Kuflik Avital Shulner Tal

FairUMAP 2021: The 4th Workshop on Fairness in User Modeling, Adaptation and Personalization Workshop

Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021, ISBN: 978-1-4503-8367-7/21/06..

Abstract | Links | BibTeX | Tags: Algorithmic Fairness

Pınar Barlas Kyriakos Kyriakou, Styliani Kleanthous Jahna Otterbacher

Person, Human, Neither: The Dehumanization Potential of Automated Image Tagging Proceeding

2021, ISBN: 9781450384735.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Evgenia Christoforou Pınar Barlas, Jahna Otterbacher

It’s About Time: A View of Crowdsourced Data Before and During the Pandemic Proceeding

Association for Computing Machinery, 2021, ISBN: 9781450380966.

Abstract | Links | BibTeX | Tags: Algorithmic Bias

Veronika Bogina Alan Hartman, Tsvi Kuflik Avital Shulner-Tal

Educating Software and AI Stakeholders About Algorithmic Fairness, Accountability, Transparency and Ethics Journal Article

International Journal of Artificial Intelligence in Education, 2021.

Abstract | Links | BibTeX | Tags: Accountability, Algorithmic Fairness, Algorithmic Transparency, Education

Alison Marie Smith-Renner Styliani Kleanthous Loizou, Jonathan Dodge Casey Dugan Min Kyung Lee Brian Lim Tsvi Kuflik Advait Sarkar Avital Shulner-Tal Simone Stumpf Y

TExSS: Transparency and Explanations in Smart Systems Workshop

26th International Conference on Intelligent User Interfaces, 2021, ISBN: 9781450380188.

Abstract | Links | BibTeX | Tags: Algorithmic Transparency, Explainability

Fausto Giunchiglia Jahna Otterbacher, Styliani Kleanthous Khuyagbaatar Batsuren Veronika Bogin Tsvi Kuflik Avital Shulner Tal

Towards Algorithmic Transparency: A Diversity Perspective Journal Article

arXiv preprint arXiv:2104.05658, 2021.

Abstract | Links | BibTeX | Tags: Algorithmic Transparency, Diversity

Kalia Orphanou Jahna Otterbacher, Styliani Kleanthous Khuyagbaatar Batsuren Fausto Giunchiglia Veronika Bogina Avital Shulner Tal Tsvi Kuflik

Mitigating Bias in Algorithmic Systems: A Fish-Eye View of Problems and Solutions Across Domains Journal Article

arXiv preprint arXiv:2103.16953, 2021.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Algorithmic Fairness, Algorithmic Transparency

Maria Kasinidou Styliani Kleanthous, Pınar Barlas Jahna Otterbacher

I agree with the decision, but they didn't deserve this: Future Developers' Perception of Fairness in Algorithmic Decisions Proceeding

Association for Computing Machinery, 2021, ISBN: 9781450383097.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Algorithmic Fairness, Algorithmic Transparency

Kyriakos Kyriakou Pınar Barlas, Styliani Kleanthous Jahna Otterbacher

OpenTag: Understanding Human Perceptions of Image Tagging Algorithms Conference

HCOMP-20 2020.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Evgenia Christoforou Pınar Barlas, Jahna Otterbacher

Crowdwork as a Snapshot in Time: Image Annotation Tasks during a Pandemic Conference

HCOMP-20 2020.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Barlas, Pınar ; Kyriakou, Kyriakos ; Guest, Olivia ; Kleanthous, Styliani ; Otterbacher, Jahna

To "See" is to Stereotype: Image Tagging Algorithms, Gender Recognition, and the Accuracy-Fairness Trade-off Proceeding

2020.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Artificial Intelligence

Xavier Alameda-Pineda Miriam Redi, Jahna Otterbacher Nicu Sebe Shih-Fu Chang

FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia Workshop

Proceedings of the 28th ACM International Conference on Multimedia, 2020, ISBN: 9781450379885.

Abstract | Links | BibTeX | Tags: Accountability, Algorithmic Fairness, Algorithmic Transparency, Ethics

Veronika Bogina Julia Sheidin, Tsvi Kuflik Shlomo Berkovsky

Visualizing Program Genres' Temporal-Based Similarity in Linear TV Recommendations Inproceedings

Proceedings of the International Conference on Advanced Visual Interfaces, 2020, ISBN: 9781450375351.

Abstract | Links | BibTeX | Tags: Recommender Systems

Louis Nisiotis, Styliani Kleanthous

Lessons Learned Using a Virtual World to Support Collaborative Learning in the Classroom Journal Article

Journal of Universal Computer Science, 2020.

Abstract | Links | BibTeX | Tags: Collaborative Learning, Education, Virtual Environments

Bamshad Mobasher Styliani Kleanthous, Bettina Berendt Michael Ekstrand Jahna Otterbacher Avital Shulner Tal

FairUMAP 2020: The 3rd Workshop on Fairness in User Modeling, Adaptation and Personalization Workshop

Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020, ISBN: 9781450368612.

Abstract | Links | BibTeX | Tags: Adaptation, Algorithmic Fairness, Personalization

Barlas, Pınar ; Kyriakou, Kyriakos ; Chrysanthou, Antrea ; Kleanthous, Styliani ; Otterbacher, Jahna

OPIAS: Over-Personalization in Information Access Systems Inproceedings

Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 103–104, 2020, ISBN: 9781450379502.

Links | BibTeX | Tags: Artificial Intelligence

Kyriakou, Kyriakos ; Kleanthous, Styliani ; Otterbacher, Jahna ; Papadopoulos, George A

Emotion-based Stereotypes in Image Analysis Services Inproceedings

Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 252–259, 2020, ISBN: 9781450379502.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Jo Bates Paul Clough, Robert Jaeschke Jahna Otterbacher Kris Unsworth

Social and cultural biases in information, algorithms, and systems Journal Article

Online Information Review, 2020.

Links | BibTeX | Tags: Algorithmic Bias

Chrysanthou, Antrea ; Barlas, Pınar ; Kyriakou, Kyriakos ; Kleanthous, Styliani ; Otterbacher, Jahna

Bursting the Bubble: Tool for Awareness and Research about Overpersonalization in Information Access Systems Inproceedings

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion, pp. 112–113, 2020, ISBN: 9781450375139.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Antrea Chrysanthou Styliani Kleanthous, Elena Matsi

Interacting in mixed reality: exploring behavioral differences between children and adults Inproceedings

Proceedings of the 25th International Conference on Intelligent User Interfaces, 2020, ISBN: 9781450371186.

Abstract | Links | BibTeX | Tags: mixed reality

Alison Smith-Renner Styliani Kleanthous, Brian Lim Tsvi Kuflik Simone Stumpf Jahna Otterbacher Advait Sarkar Casey Dugan Avital Shulner

ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020 Workshop

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion, 2020, ISBN: 9781450375139.

Abstract | Links | BibTeX | Tags: Algorithmic Transparency, Explainability

Otterbacher, Jahna ; Barlas, Pınar ; Kleanthous, Styliani ; Kyriakou, Kyriakos

How Do We Talk about Other People? Group (Un)Fairness in Natural Language Image Descriptions Inproceedings

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, pp. 106-114, 2019.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Otterbacher, Jahna

Fairness in Algorithmic and Crowd-Generated Descriptions of People Images Inproceedings

Proceedings of the 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia, 2019, ISBN: 9781450369152.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Algorithmic Fairness

Maria Matsangidou, Jahna Otterbacher

What Is Beautiful Continues to Be Good Inproceedings

IFIP Conference on Human-Computer Interaction, 2019.

Abstract | Links | BibTeX | Tags: Algorithmic Bias

Batsuren Khuyagbaatar Ganbold Amarsanaa, Chagnaa Altangerel Giunchiglia Fausto

Building the mongolian wordnet Inproceedings

Proceedings of the 10th global WordNet conference, 2019.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Klimis S. Ntalianis Andreas Kener, Jahna Otterbacher

Feelings’ Rating and Detection of Similar Locations, Based on Volunteered Crowdsensing and Crowdsourcing Journal Article

IEEE Access, 2019.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, crowdsourcing

Louis Nisiotis, Styliani Kleanthou

The Relationship Between Students' Engagement and the Development of Transactive Memory Systems in MUVE: An Experience Report Inproceedings

Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education, 2019, ISBN: 9781450368957.

Abstract | Links | BibTeX | Tags: Education, Virtual Environments

Kyriakou, Kyriakos; Barlas, Pınar; Kleanthous, Styliani; Otterbacher, Jahna

Fairness in Proprietary Image Tagging Algorithms: A Cross-Platform Audit on People Images Conference

ICWSM 2019 AAAI, 2019, ISSN: 2334-0770.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Barlas, Pınar; Kyriakou, Kyriakos; Kleanthous, Styliani; Otterbacher, Jahna

Social B(eye)as: Human and Machine Descriptions of People Images Conference

ICWSM 2019 AAAI, 2019, ISSN: 2334-0770.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Barlas, Pınar; Kyriakou, Kyriakos; Kleanthous, Styliani; Otterbacher, Jahna

What Makes an Image Tagger Fair? - Proprietary Auto-tagging and Interpretations on People Images Conference

UMAP 2019 ACM, 2019.

Abstract | Links | BibTeX | Tags: Artificial Intelligence

Kleanthous, Styliani; Otterbacher, Jahna

Shaping the Reaction: Community Characteristics and Emotional Tone of Citizen Responses to Robotics Videos at TED versus YouTube Workshop

HAPPIE 2019 ACM, 2019.

Abstract | Links | BibTeX | Tags: Information Retrieval, Information Studies, Information Systems

Tal, Avital Shulner; Batsuren, Khuyagbaatar; Bogina, Veronika; Giunchiglia, Fausto; Hartman, Alan; Kleanthous-Loizou, Styliani; Kuflik, Tsvi; Otterbacher, Jahna

"End to End" - Towards a Framework for Reducing Biases and Promoting Transparency of Algorithmic Systems Workshop

14th International Workshop On Semantic And Social Media Adaptation And Personalization, SMAP 2019 ACM, 2019.

Abstract | Links | BibTeX | Tags: Algorithmic Bias, Algorithmic Fairness, Algorithmic Transparency

Bettina Berendt Veronika Bogina, Robin Burke Michael Ekstrand Alan Hartman Styliani Kleanthous Tsvi Kuflik Bamshad Mobasher Jahna Otterbacher

FairUMAP 2019 Chairs' Welcome Overview Workshop

Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, 2019, ISBN: 9781450367110.

Abstract | Links | BibTeX | Tags: Algorithmic Fairness

Styliani Kleanthous, Elena Matsi

Analyzing user's task-driven interaction in mixed reality Inproceedings

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019, ISBN: 9781450362726.

Abstract | Links | BibTeX | Tags: mixed reality

Styliani Kleanthous Tsvi Kuflik, Jahna Otterbacher Alan Hartman Casey Dugan Veronika Bogina

Intelligent user interfaces for algorithmic transparency in emerging technologies Workshop

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019, ISBN: 9781450366731.

Abstract | Links | BibTeX | Tags: Algorithmic Transparency

Batsuren, Khuyagbaatar; Bella, Gabor; Giunchiglia, Fausto

CogNet: A Large-Scale Cognate Database Inproceedings

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pp. 3136–3145, Florence, Italy, 2019.

Abstract | Links | BibTeX | Tags:

Jahna Otterbacher Ioannis Katakis, Pantelis Agathangelou

Linguistic Bias in Crowdsourced Biographies A Cross-lingual Examination Book Chapter

2019.

Abstract | Links | BibTeX | Tags: Algorithmic Bias