Publications
(2025).
Conversational Agents: A Framework for Evaluation (CAFE) (Manifesto from Dagstuhl Perspectives Workshop 24352).
Dagstuhl Manifestos.
(2025).
Conversational Agents: A Framework for Evaluation (CAFE) (Dagstuhl Perspectives Workshop 24352).
Dagstuhl Reports.
(2024).
Fairness evaluation.
Dagstuhl Reports.
(2024).
Evaluation Perspectives of Recommender Systems: Driving Research and Education (Dagstuhl Seminar 24211).
Dagstuhl Reports.
(2024).
MuRS 2024: 2nd Music Recommender Systems Workshop.
18th ACM Conference on Recommender Systems (RecSys 2024).
PDF Cite DOI ACM Author-izer CORE 2023: A GGS 2021: A
(2024).
Reflections on Recommender Systems: Past, Present, and Future (INTROSPECTIVES).
18th ACM Conference on Recommender Systems (RecSys 2024).
PDF Cite Project DOI ACM Author-izer CORE 2023: A GGS 2021: A
(2024).
It's not you, it's me: the impact of choice models and ranking strategies on gender imbalance in music recommendation.
18th ACM Conference on Recommender Systems (RecSys 2024).
PDF
Cite
Project
Poster
DOI
ACM Author-izer
arXiv
Material: 
CORE 2023: A GGS 2021: A
(2024).
Ja, Panik!—Der Weg durch den Tech Panic Cycle in den Kunst-, Kultur- und Kreativsektoren.
Fokus Künstliche Intelligenz.
(2024).
Where are the values? A systematic literature review on news recommender systems.
ACM Transactions on Recommender Systems.
PDF Cite Project Video DOI ACM Author-izer Women in RecSys Journal Paper of the Year Award 2024, Senior category
(2024).
Exploring the landscape of recommender systems evaluation: practices and perspectives.
ACM Transactions on Recommender Systems.
(2024).
Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation.
ACM Transactions on Recommender Systems.
(2024).
Report on the PhD Symposium at CIKM 2023.
ACM SIGIR Forum.
(2023).
Looking at the FAccTs: exploring music industry professionals' perspectives on music streaming services and recommendations.
2nd International Conference of the ACM Greek SIGCHI Chapter (CHIGREECE 2023).
Cite
Project
Slides
Video
DOI
ACM Author-izer
Postprint
Material: 
(2023).
Strategies for mitigating artist gender bias in music recommendation: a simulation study.
Music Recommender Systems Workshop (MuRS 2023).
(2023).
Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023).
17th ACM Conference on Recommender Systems (RecSys 2023).
PDF Cite Project DOI ACM Author-izer CORE 2023: A GGS 2021: A
(2023).
Three views of a secret: embracing multiple perspectives in the evaluation of information retrieval and recommender systems.
13th Italian Information Retrieval Workshop.
(2023).
Amplifying artists' voices: item provider perspectives on influence and fairness of music streaming platforms.
31st ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2023).
PDF
Cite
Project
DOI
ACM Author-izer
Material: 
CORE 2023: B GGS 2021: B
nominated for Best Student Paper Award
(2023).
How can we can create an equitable CHI.
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA 2023).
(2023).
FairRecKit: A Web-based analysis software for recommender evaluations.
8th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2023).
PDF Cite Project Video DOI ACM Author-izer Code FairRecKitApp Code FairRecKitLib
(2023).
The effect of ingroup identification on conformity behavior in group decision-making: the flipping direction matters.
56th Hawaii International Conference on System Sciences (HICSS 2023).
(2022).
Intra-list similarity and human diversity perceptions of recommendations: the details matter.
User Modeling and User-Adapted Interaction.
(2022).
Second workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2022).
16th ACM Conference on Recommender Systems (RecSys 2022).
PDF Cite Project DOI ACM Author-izer CORE 2023: A GGS 2021: A
(2022).
Evaluating recommender systems: survey and framework.
ACM Computing Surveys.
PDF
Cite
Project
DOI
ACM Author-izer
JIF 2023: 23.8 CORE 2020: A* VHB 2024: A
Women in RecSys Journal Paper of the Year Award 2023, Senior category
(2022).
Fairness in music recommender systems: a stakeholder-centered mini review.
Frontiers in Big Data.
(2022).
To flip or not to flip: conformity effect across cultures.
CHI Conference on Human Factors in Computing Systems (CHI EA 2022).
(2022).
Constructing gender in audio: exploring how the curation of the voice in music and speech influences our conception of gender identity.
Mediale Stimmentwürfe: perspectives of media voice designs.
(2021).
Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES).
15th ACM Conference on Recommender Systems (RecSys 2021).
PDF Cite Project DOI ACM Author-izer CORE 2023: A GGS 2021: A
(2021).
Multi-method evaluation of adaptive systems.
29th Conference on User Modeling, Adaptation and Personalization (UMAP 2021).
PDF Cite Project Slides DOI ACM Author-izer CORE 2023: B GGS 2021: B
(2021).
Break the loop: gender imbalance in music recommenders.
6th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2021).
(2020).
Ratings in, rankings out. Keep it simple, they said. But we need more than that..
Proceedings of the Recommendation in Complex Scenarios and the Impact of Recommender Systems 2020 (ComplexRec-ImpactRS 2020).
(2020).
Conformity behavior in group playlist creation.
CHI Conference on Human Factors in Computing Systems (CHI EA 2020).
(2020).
Multi-method evaluation: leveraging multiple methods to answer what you were looking for.
2020 Conference on Human Information Interaction and Retrieval (CHIIR 2020).
(2020).
Report on the ISMIR 2020 special session: How do we help artists?.
ACM SIGIR Forum.
(2020).
Escaping the McNamara Fallacy: toward more impactful recommender systems research.
AI Magazine.
(2019).
Ethics guidelines in music information retrieval.
WiMIR workshop.
(2019).
Tastalyzer: audiovisual exploration of urban and rural variations in music taste.
27th ACM International Conference on Multimedia (ACM MM 2019).
(2019).
The potential of the confluence of theoretical and algorithmic modeling in music recommendation.
ACM CHI 2019 Workshop on Computational Modeling in Human-Computer Interaction (CompHCI 2019).
(2019).
Cross-country user connections in an online social network for music.
2019 CHI Conference on Human Factors in Computing Systems (CHI EA 2019).
(2018).
Investigating cross-country relationship between users' social ties and music mainstreaminess.
19th International Society for Music Information Retrieval Conference (ISMIR 2018).
(2018).
UMAP 2018 Intelligent User-Adapted Interfaces: Design and Multi-Modal Evaluation (IUadaptMe) Workshop Chairs' Welcome & Organization.
26th Conference on User Modeling, Adaptation and Personalization (UMAP 2018).
PDF Cite Project DOI ACM Author-izer CORE 2023: B GGS 2021: B
(2018).
The effects of real-world events on music listening behavior: an intervention time series analysis.
The 2018 Web Conference (WWW 2018).
(2018).
Information imbalance and responsibility in recommender systems.
2nd Workshop on Green (Responsible, Ethical and Social) IT and IS – the Corporate Perspective (GRES-IT/IS) (GRES-IT/IS 2018).
(2018).
Towards uBPMN-based patterns for modeling ubiquitous business processes.
IEEE Transactions on Industrial Informatics.
(2018).
Research directions for digital signage systems in retail.
Procedia Computer Science.
(2018).
Der Beitrag der Informatik zur Musikwirtschaftsforschung.
Musikwirtschaftsforschung: Die Grundlagen einer neuen Disziplin.
(2018).
An open model for researching the role of culture in online self-disclosure.
51st Hawaii International Conference on System Sciences (HICSS 2018).
PDF Cite Slides DOI VHB 2024: B GGS 2021: A nominated for Best Paper Award
(2018).
An analysis of global and regional mainstreaminess for personalized music recommender systems.
Journal of Mobile Multimedia.
(2017).
What do we really talk about when we talk about context in pervasive computing: a review and exploratory analysis.
19th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2017).
Cite DOI ACM Author-izer Postprint CORE 2023: C
(2017).
Introducing global and regional mainstreaminess for improving personalized music recommendation.
15th International Conference on Advances in Mobile Computing & Multimedia (MoMM 2017).
PDF Cite Project Slides DOI ACM Author-izer CORE 2023: C Best Paper Award
(2017).
A location-based educational game for understanding the traveling salesman problem: a case study.
19th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2017).
Cite Poster DOI ACM Author-izer Postprint CORE 2023: B GGS 2021: A-
(2017).
Online music listening culture of kids and adolescents: listening analysis and music recommendation tailored to the young.
1st International Workshop on Children and Recommender Systems, in conjunction with 11th ACM Conference on Recommender Systems (RecSys 2017) (KidRec 2017).
(2017).
Introducing surprise and opposition by design in recommender systems.
2nd Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems, in conjunction with 25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017) (SOAP 2017).
(2017).
Distance- and rank-based music mainstreaminess measurement.
2nd Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems, in conjunction with 25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017) (SOAP 2017).
(2017).
Music recommender systems: challenges and opportunities for non-superstar artists.
30th Bled eConference (Bled eConference 2017).
(2017).
A consolidated view of context for intelligent systems.
Journal of Ambient Intelligence and Smart Environments.
(2016).
The dark side of Web 2.0: from self-marketing to self-destruction of music artists.
1st Workshop on Green (Responsible, Ethical, Social/Sustainable) IT and IS—the Corporate Perspective (GRES-IT/IS 2016).
(2016).
Taking responsibility for online self-disclosure: the thin line between a company's user orientation and user surveillance.
1st Workshop on Green (Responsible, Ethical, Social/Sustainable) IT and IS—the Corporate Perspective (GRES-IT/IS 2016).
(2016).
Aesthetic measures for document layouts: operationalization and analysis in the context of marketing brochures.
ACM Symposium on Document Engineering (DocEng 2016).
Cite DOI ACM Author-izer Postprint CORE 2023: B GGS 2021: B- nominated for Best Paper Award nominated for Best Student Paper Award
(2016).
Perceived risks and benefits of online self-disclosure: affected by culture? A meta-analysis of cultural differences as moderators of privacy calculus in person-to-crowd settings.
24th European Conference on Information Systems (ECIS 2016).
(2016).
Solving the battle of first-authorship: using interactive technology to highlight contributions.
2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2016).
(2016).
uBPMN: A BPMN extension for modeling ubiquitous business processes.
Information and Software Technology.
(2016).
The business with digital signage for advertising.
Information and Communication Technologies in Organizations and Society (ICTO 2016).
(2016).
Power to the (shopping) people! Changing traditional customer-vendor interaction in online markets by ICT-enabled 'group buying'.
Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges.
(2016).
Location-based advertising on mobile devices: a literature review and analysis.
Management Review Quarterly.
(2016).
Considering context in the design of intelligent systems: current practices and suggestions for improvement.
Journal of Systems and Software.
Cite
DOI
Postprint
JIF 2023: 3.7 CORE 2020: A VHB 2024: B
Top Journal Publication Prize (WU Vienna)
(2016).
'Crowd logistics': the contribution of social crowds in logistics activities.
International Journal of Web Information Systems.
Cite DOI Postprint JIF 2023: 2.5 CORE 2020: C Highly Commended Award (Emerald Literati Network Awards of Excellence 2017)
(2015).
Crowdsourcing in logistics: concepts and applications using the social crowd.
17th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2015).
Cite DOI ACM Author-izer CORE 2023: C
(2015).
Analysis of motivation strategies in running tracking applications.
13th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2015).
Cite DOI ACM Author-izer Postprint CORE 2023: C
(2015).
Collaborative shopping with the crowd.
12th International Conference on Cooperative Design, Visualization & Engineering (CDVE 2015).
(2015).
Collaboration and locality in crowdsourcing.
7th International Conference on Intelligent Networking and Collaborative Systems (INCoS 2015).
(2015).
Designing a music-controlled running application: a sports science and psychological perspective.
ACM SIGCHI Extended Abstracts of Conference on Human Factors in Computing Systems (CHI EA 2015).
(2015).
Self-disclosure in online interaction: a meta-analysis.
48th Hawaii International Conference on System Sciences (HICSS 2015).
(2015).
Educating artists in management: an analysis of art education programmes in DACH region.
Cogent Education.
(2014).
A SWOT analysis of the soft-computing paradigms SOA/SOC/Cloud combination (C-SOA) in software development.
8th Mediterranean Conference on Information Systems (MCIS 2014).
(2014).
An evaluation scheme for performance measurement of Facebook use: an example of social organizations in Vienna.
1st International Conference on HCI in Business in conjunction with 16th International Conference on Human-Computer Interaction (HCIB/HCII 2014).
(2014).
SleepCompete: a smart bedside device to promote healthy sleeping habits in children.
27th Bled eConference (Bled eConference 2014).
(2014).
Entwicklungsstand und Entwicklungspotenziale in der Verwendung von Facebook zur Organisationskommunikation: Eine empirische Analyse von Facebook-Präsenzen sozialwirtschaftlicher Organisationen in Wien.
Multikonferenz Wirtschaftsinformatik (MKWI 2014).
(2014).
Social crowd integration in new product development: crowdsourcing communities nourish the open innovation paradigm.
Global Journal of Flexible Systems Management.
(2014).
Adaptation strategies to increase advertisement effectiveness in digital media.
Management Review Quarterly.
(2014).
A framework for conceptualizing context for intelligent systems (CCFIS).
Journal of Ambient Intelligence and Smart Environments.
(2013).
On the (in-)accuracy of GPS measures of smartphones: a study of running tracking applications.
11th International Conference on Advances in Mobile Computing & Multimedia (MoMM 2013).
Cite Slides DOI ACM Author-izer Postprint CORE 2023: C
(2013).
Fostering collaboration by location-based crowdsourcing.
11th International Conference on Cooperative Design, Visualization & Engineering (CDVE 2014).
(2013).
Reactive music: when user behavior affects sounds in real-time.
2013 CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA 2013).
(2013).
Situationalization: the new road to adaptive digital-out-of-home advertising.
IADIS International Conference e-Society (e-Society 2013).
(2013).
Context-aware services in cooperative value chains: a key player-centred approach.
Scalable Computing: Practice and Experience.
(2012).
Psychology of ownership and asset defense: why people value their personal information beyond privacy.
International Conference on Information Systems (ICIS 2012).
PDF Cite VHB 2024: A GGS 2021: A- CPDP 2013 Multidisciplinary Privacy Research Award
(2012).
On the value of information: what Facebook users are willing to pay.
20th European Conference on Information Systems (ECIS 2012).
(2012).
A comparison and validation of 13 context meta-models.
20th European Conference on Information Systems (ECIS 2012).
(2012).
A conceptual framework for backend services of contextual digital signage.
Journal of Service Science Research.
(2011).
Interactive digital signage: an innovative service and its future strategies.
1st International Workshop on Frontiers in Service Transformations and Innovations, in conjunction with 2nd International Conference on Emerging Intelligent Data and Web Technologies (EIDWT 2011)) (FSTI 2011).
(2011).
Context adaptivity as enabler for meaningful pervasive advertising.
4th Workshop on Pervasive Advertising, in conjunction with Pervasive 2011 (Pervasive Advertising 2011).
(2011).
Conceptualizing context for adaptive pervasive commerce.
19th European Conference on Information Systems (ECIS 2011).
(2011).
Out of the black box: Modelling the processes of managing telephone bands.
Master’s thesis, TU Wien, Austria.
Cite Dr. Maria Schaumayer Prize
(2011).
Management skills for artists: 'learning by doing'?.
International Journal of Cultural Policy.
(2011).
Conceptualizing context for pervasive advertising.
Pervasive Advertising.
(2009).
A networked ubiquitous computing environment for damage prevention: a decision support framework for the insurance sector.
International Workshop on Design, Optimization and Management of Heterogeneous Networked Systems, in conjunction with 38th International Conference on Parallel Processing (ICPP-2009) (DOM-HetNetS 2009).
(2009).
Students' view on instant online feedback for presentations.
15th Americas Conference on Information Systems (AMCIS 2009).
(2009).
The student view on online peer review.
14th Annual ACM-SIGCSE Conference on Innovation and Technology in Computer Science Education (ITiCSE 2009).
Cite DOI ACM Author-izer Postprint CORE 2023: B GGS 2021: B
(2009).
Förderung "virtueller" Kommunikationskompetenzen mit Neuen Medien.
18. Tagung des Forums Neue Medien in der Lehre Austria (fnma 2009).
(2009).
Der Einsatz von Online-Peer-Reviews als kollaborative Lernform.
9. Internationale Tagung Wirtschaftsinformatik (WI 2009).
(2009).
Promotive activities in technology-enhanced cooperative whole person learning.
Dissertation, University of Vienna, Austria.
Cite Dr. Maria Schaumayer Prize
(2009).
Introducing "active listening" to instant messaging and e-mail: benefits and limitations.
IADIS International Journal on WWW/Internet.
(2008).
Active listening in written online communication: a case study in a course on soft skills for computer scientists.
38th ASEE/IEEE Frontiers in Education Conference (FIE 2008).
(2008).
Online active listening and media competence.
IADIS International Conference e-Learning, in conjunction with MCCSIS 2008 (IADIS e-Learning 2008).
(2008).
Motivational aspects in technology-enhanced courses.
World Conference on Educational Multimedia, Hypermedia and Telecommunications 2008 (ED-MEDIA 2008).
(2006).
Differences of online and face-to-face peer reviews regarding type and quality.
IADIS International Conference Cognition and Exploratory Learning in Digital Age (e-learning 2006).
(2006).
Online versus face-to-face peer team reviews.
36th ASEE/IEEE Frontiers in Education Conference (FIE 2006).
(2006).
Promotive activities in face-to-face and technology-enhanced learning environments.
The Person-Centered Journal.
(2004).
Factors guiding your way to success in hybrid learning.
4th International Conference on Knowledge Management (I-KNOW 2004).
(2004).
A CEWebS component for facilitating online cooperative brainstorming processes.
7th International Workshop on Interactive Computer-Aided Learning (ICL 2004).
(2002).
Computer-Based Trainings in action: a product oriented evaluation of the CBT Hyperbook Privatrecht and the examination of factors influencing the use of CBTs.
5th International Workshop on Interactive Computer-Aided Learning (ICL 2002).
(2002).
Kommunikation in virtuellen Teams.
Diploma thesis, University of Vienna, Austria.