Publications.

2022

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

Mitigating Bias in Algorithmic Systems - A Fish-Eye View Journal Article

In: ACM Comput. Surv., 2022, ISSN: 0360-0300, (Just Accepted).

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Barlas, Pinar; Krahn, Maximilian; Kleanthous, Styliani; Kyriakou, Kyriakos; Otterbacher, Jahna

Shifting Our Awareness, Taking Back Tags: Temporal Changes in Computer Vision Services’ Social Behaviors Inproceedings

In: 2022.

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Kleanthous, Styliani; Kasinidou, Maria; Barlas, Pınar; Otterbacher, Jahna

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

In: Patterns, vol. 3, no. 1, pp. 100380, 2022, ISSN: 2666-3899.

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Pavlidou, Veronika; Otterbacher, Jahna; Kleanthous, Styliani

User Perception of Algorithmic Digital Marketing in Conditions of Scarcity Inproceedings

In: Themistocleous, Marinos; Papadaki, Maria (Ed.): Information Systems, pp. 319–332, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-95947-0.

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2021

Orphanou, K.; Christoforou, E.; Otterbacher, J.; Paramita, M. L.; Hopfgartner, F.

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

2021, (copyright 2021 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). See: http://creativecommons.org/licenses/by/4.0.).

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

Report on the CyCAT Winter School on Fairness, Accountability, Transparency and Ethics (FATE) in AI Journal Article

In: SIGIR Forum, vol. 55, no. 1, 2021, ISSN: 0163-5840.

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Kyriakou, Kyriakos; Barlas, Pinar; Kleanthous, Styliani; Christoforou, Evgenia; Otterbacher, Jahna

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

2021.

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

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

In: Association for Computing Machinery, New York, NY, USA, 2021.

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

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

In: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, pp. 357–367, Association for Computing Machinery, New York, NY, USA, 2021, ISBN: 9781450384735.

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Kasinidou, Maria; Kleanthous, Styliani; Otterbacher, Jahna

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

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

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Christoforou, Evgenia; Barlas, Pinar; Otterbacher, Jahna

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

In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Yokohama, Japan, 2021, ISBN: 9781450380966.

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Kasinidou, Maria; Kleanthous, Styliani; Orphanou, Kalia; Otterbacher, Jahna

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

In: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 1, pp. 484–490, Association for Computing Machinery, New York, NY, USA, 2021, ISBN: 9781450382144.

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Kasinidou, Maria; Kleanthous, Styliani; Barlas, Pinar; Otterbacher, Jahna

I Agree with the Decision, but They Didn't Deserve This: Future Developers' Perception of Fairness in Algorithmic Decisions Inproceedings

In: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, pp. 690–700, Association for Computing Machinery, Virtual Event, Canada, 2021, ISBN: 9781450383097.

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Giunchiglia, Fausto; Kleanthous, Styliani; Otterbacher, Jahna; Draws, Tim

Transparency Paths - Documenting the Diversity of User Perceptions Book Chapter

In: Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, pp. 415–420, Association for Computing Machinery, New York, NY, USA, 2021, ISBN: 9781450383677.

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

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

In: Information Processing & Management, vol. 58, no. 5, pp. 102654, 2021, ISSN: 0306-4573.

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2020

Nisiotis, Louis; Kleanthous, S.

Lessons learned using a virtual world to support collaborative learning in the classroom Journal Article

In: Journal of Universal Computer Science, vol. 26, no. 8, pp. 858–879, 2020.

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

OpenTag: Understanding Human Perceptions of Image Tagging Algorithms Working paper

2020.

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

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

In: Proceedings of the 25th International Conference on Intelligent User Interfaces Companion, pp. 112–113, Association for Computing Machinery, Cagliari, Italy, 2020, ISBN: 9781450375139.

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

OPIAS: Over-Personalization in Information Access Systems Inproceedings

In: Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 103–104, Association for Computing Machinery, Genoa, Italy, 2020, ISBN: 9781450379502.

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

Emotion-Based Stereotypes in Image Analysis Services Inproceedings

In: Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 252–259, Association for Computing Machinery, Genoa, Italy, 2020, ISBN: 9781450379502.

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Christoforou, Evgenia; Barlas, Pinar; Otterbacher12, Jahna

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

In: 2020.

BibTeX

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

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

In: Proceedings of the 25th International Conference on Intelligent User Interfaces Companion, pp. 7–8, Association for Computing Machinery, Cagliari, Italy, 2020, ISBN: 9781450375139.

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2019

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

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

In: pp. 106-114, 2019.

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

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

In: pp. 313-322, 2019.

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

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

In: pp. 583-591, 2019.

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

“End to End” Towards a Framework for Reducing Biases and Promoting Transparency of Algorithmic Systems Inproceedings

In: 2019 14th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), pp. 1-6, 2019.

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

What Makes an Image Tagger Fair? Inproceedings

In: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, pp. 95–103, Association for Computing Machinery, New York, NY, USA, 2019, ISBN: 9781450360210.

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Matsangidou, Maria; Otterbacher, Jahna

What Is Beautiful Continues to Be Good Inproceedings

In: Lamas, David; Loizides, Fernando; Nacke, Lennart; Petrie, Helen; Winckler, Marco; Zaphiris, Panayiotis (Ed.): Human-Computer Interaction -- INTERACT 2019, pp. 243–264, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-29390-1.

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Spiel, Katta; Keyes, Os; Walker, Ashley Marie; DeVito, Michael A.; Birnholtz, Jeremy; Brulé, Emeline; Light, Ann; Barlas, Pinar; Hardy, Jean; Ahmed, Alex; Rode, Jennifer A.; Brubaker, Jed R.; Kannabiran, Gopinaath

Queer(Ing) HCI: Moving Forward in Theory and Practice Inproceedings

In: Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1–4, Association for Computing Machinery, Glasgow, Scotland Uk, 2019, ISBN: 9781450359719.

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Spiel, Katta; Keyes, Os; Barlas, Pinar

Patching Gender: Non-Binary Utopias in HCI Inproceedings

In: Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1–11, Association for Computing Machinery, Glasgow, Scotland Uk, 2019, ISBN: 9781450359719.

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Kleanthous, Styliani; Bielikova, Maria; Steichen, Ben

UMAP 2019 Demo and Late-Breaking Results - Chairs' Preface Inproceedings

In: Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, pp. 19, Association for Computing Machinery, Larnaca, Cyprus, 2019, ISBN: 9781450367110.

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