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Department of Information Systems (ISI)

The Department of Information Systems (DESI) seeks to build the skills and competencies required for the digital society with its research activities and education programs. The ISI a strong interdisciplinary approach - its researchers have backgrounds and competencies in management, engineering, mathematics and logic, biology and cybercrime. It is organized in two groups, the Information Systems group and the Complexity Science group.
The Department provides students with fundamental courses in informatics and information systems. It is also in charge of specialized programs, such as the MSc in Information Systems (Faculty of Business and Economics) and the Msc of Law in Legal Issues, Crime and Security of Information Technologies (in collaboration with the Faculty of Law and Criminal Justice).

 

Site web: http://www.unil.ch/desi

 


Publications


100 last publications
 

: Peer Reviewed


  N.B.: Publications appears only after the authors have joined HEC Lausanne.
For the complete publications list of authors, please, see their personal websites.

Submitted

Schneider Johannes, Joshua Handali, Michalis Vlachos ; Christian Meske (submitted). Deceptive AI Explanations: Creation and Detection. CoRR abs/2001.07641.

In Press

Ahlemann Frederik, Legner Christine ; Lux Johannes (in press). A resource-based perspective of value generation through enterprise architecture management. Information & Management. Peer Reviewed
Haki Kazem , Legner Christine (in press). The Mechanics of Enterprise Architecture Principles. Journal of the Association of Information Systems. Peer Reviewed
Holzer A., Tintarev N., Bendahan S., Kocher B., Greenup S. ; Gillet D. (in press). Digitally Scaffolding Debate in the Classroom. CHI’18 Extended Abstracts, April 21-26, 2018, Montreal, QC, Canada. Peer Reviewed
Jakobi Timo, von Grafenstein Maximilian, Legner Christine, Labadie Clément, Mertens Peter, Öksüz Ayten ; Stevens Gunnar (in press). The Role of IS in the Conflicting Interests Regarding GDPR. Business & Information Systems Engineering.
Krejci Désirée , Missonier Stéphanie (in press). Idea Management in a Digital World: An Adapted Framework. Hawaii International Conference on System Sciences 2020. Peer Reviewed
Rosselet U. , Wentland M. (in press). Strategic Alignment and IT Project Portfolio Management. International Journal of Knowledge, Culture and Change Management. Peer Reviewed
Schwarz Johannes , Legner Christine (in press). Business model tools at the boundary: exploring communities of practice and knowledge boundaries in business model innovation. Electronic Markets. Peer Reviewed

2020

Avdiji H., Elikan D., Missonier S. ; Pigneur Y. (2020). A Design Theory for Visual Inquiry Tools. Journal of Association in Information Systems, 21, 695-734.
Bernard Gaël, Huguenin Kévin (Dir.) (2020). Process Mining-Based Customer Journey Analytics. Université de Lausanne, Faculté des hautes études commerciales.
Bernard Gaël , Andritsos Periklis (2020). Truncated Trace Classifier. Removal of Incomplete Traces from Event Logs. Enterprise, Business-Process and Information Systems Modeling (pp. 150-165). Springer International Publishing.
Chapuis Bertil, Omolola Olamide, Cherubini Mauro, Humbert Mathias ; Huguenin Kévin (2020, Apr). An Empirical Study of the Use of Integrity Verification Mechanisms for Web Subresources. Proceedings of the Web Conference (WWW) (pp. 34-45). ACM. Peer Reviewed
Cherubini Mauro, Reut Luca, Tyler James ; Ortlieb Martin (2020). Inattentive, imprudent and inapt: discovering inadequacies of ICT during life-changing events through the lens of non-users. Behaviour & Information Technology, 1-28. Peer Reviewed
Cherubini Mauro, Villalobos-Zuñiga Gabriela, Boldi Marc-Olivier ; Bonazzi Riccardo (2020). The Unexpected Downside of Paying or Sending Messages to People to Make Them Walk : Comparing Tangible Rewards and Motivational Messages to Improve Physical Activity. ACM Transactions on Computer-Human Interaction, 27, 1-44. Peer Reviewed
Erne Emmanuelle, Cherubini Mauro ; Delémont Olivier (2020). How to share and utilise expertise in a police forensic department through externalisation and mutualisation. Science & Justice, 60, 225-233. Peer Reviewed
Fadler Martin , Legner Christine (2020, Jun). Who Owns Data In The Enterprise? Rethinking Data Ownership in Time of Big Data and Analytics. Twenty-Eigth European Conference on Information Systems (ECIS2020). Peer Reviewed
Freris Nikolaos M., Yang Chuhan ; Vlachos Michalis (2020). FIDE: Fast and Interpretable 2D Embedding with correlation, distance, and rank considerations. 2020 6th International Conference on Big Data Computing and Communications (BIGCOM).
Hu Ting, Tomassini Marco ; Banzhaf Wolfgang (2020). A network perspective on genotype-phenotype mapping in genetic programming. Genetic Programming and Evolvable Machines, 1-23.
Humbert Mathias, Trubert Benjamin ; Huguenin Kévin (2020). A Survey on Interdependent Privacy. ACM Computing Surveys, 52, 122:1-122:40. Peer Reviewed
Iho Satu , Missonier Stephanie (2020, Jun). Integrating Structural IT Ambidexterity: A Multiple Case Study in. European Conference on Information Systems. Peer Reviewed
Krasikov Pavel, Obrecht Timo, Legner Christine ; Eurich Markus (2020). Is Open Data Ready for Use by Enterprises? Learnings from Corporate Registers. Proceedings of the 9th International Conference on Data Science, Technology and Applications. Peer Reviewed
Meylan Alexandre, Cherubini Mauro, Chapuis Bertil, Humbert Mathias, Bilogrevic Igor ; Huguenin Kévin (2020). A Study on the Use of Checksums for Integrity Verification of Web Downloads. ACM Transactions on Privacy and Security, 4, 4:1-4:36. Peer Reviewed
Missonier Stephanie, Avdiji Hazbi, Pigneur Yves ; Winter Robert (2020, Jan). Developing Visual Collaborative Tools. HICSS 2020.
Naous Dana, Giessmann Andrea ; Legner Christine (2020). Incorporating the voice of the customer into mass-market software product management. Proceedings of the 35th Annual ACM Symposium on Applied Computing (SAC), 1397–1404. Peer Reviewed
PERCIA DAVID Dimitri, Huguenin Kévin (Dir.) (2020). THREE ARTICLES ON THE ECONOMICS OF INFORMATION-SYSTEMS DEFENSE CAPABILITY. Material-, Human-, and Knowledge-Resources Acquisition for Critical Infrastructures. Université de Lausanne, Faculté des hautes études commerciales.
Schneider Johannes , Vlachos Michalis (2020). Personalization of Deep Learning. International Data Science Conference. Peer Reviewed
TAGASOVSKA Natasa, Chavez Valérie (Dir.) (2020). AN INFORMATION.THEORETIC PERISPECTIVE ON TRUSTWORTHY MACHINE LEARNING. Université de Lausanne, Faculté des hautes études commerciales.
Tobias Pentek , Christine Legner (2020). Konsortialforschung zur Entwicklung von Referenzmodellen für die Digitalisierung von Unternehmen – Erfahrungen aus dem Datenmanagement. HMD Praxis der Wirtschaftsinformatik, 296–309. Peer Reviewed
Tomassini Marco , Antonioni Alberto (2020). Public Goods Games on Coevolving Social Network Models. Frontiers in Physics, 8. Peer Reviewed
Villalobos-Zúñiga Gabriela , Cherubini Mauro (2020). Apps That Motivate: a Taxonomy of App Features Based on Self-Determination Theory. International Journal of Human-Computer Studies, 140, 102449. Peer Reviewed

2019

Baioletti Marco, Alfredo Milani, Santucci Valentino ; Tomassini Marco (2019). Search moves in the local optima networks of permutation spaces: the QAP case. The Genetic and Evolutionary Computation Conference, GECCO 2019. Peer Reviewed
Bernard Gaël , Andritsos Periklis (2019). Accurate and Transparent Path Prediction Using Process Mining. Advances in Databases and Information Systems (pp. 235-250). Springer International Publishing.
Bernard Gaël , Andritsos Periklis (2019). Contextual and Behavioral Customer Journey Discovery Using a Genetic Approach. Advances in Databases and Information Systems (pp. 251-266). Springer International Publishing.
Bernard Gaël , Andritsos Periklis (2019, May). Discovering Customer Journeys from Evidence: a Genetic Approach Inspired by Process Mining. 31th International Conference on Advanced Information Systems Engineering (CAiSE’19). Peer Reviewed
Bonzon Pierre (2019). Symbolic Modeling of Asynchronous Neural Dynamics Reveals Potential Synchronous Roots for the Emergence of Awareness. Frontiers in Computational Neuroscience, 13.
Fusco Francesco, Vlachos Michalis, Vasileiadis Vasileios, Wardatzky Kathrin ; Schneider Johannes (2019, Jan). RecoNet: An Interpretable Neural Architecture for Recommender Systems. Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Peer Reviewed
Hillah N. (2019, Jan). Severe Software Defects Trigger Factors: A Case Study of a School Management System. DSIC18 2018: Digital Science, 850 (pp. 389-396). Springer, Cham. Peer Reviewed
Hillah N. (2019, Jan). Classification of Software Defects Triggers: A Case Study of School Resource Management System. ICITS 2019: Information Technology and Systems, 918 (pp. 307-316). Springer, Cham. Peer Reviewed
Hu Ting, Tomassini Marco ; Banzhaf Wolfgang (2019). Complex network analysis of a genetic programming phenotype network. Genetic Programming, EuroGp 2019, EvoStar 2019, 49-63. Peer Reviewed
Labadie Clement , Legner Christine (2019, Feb). Understanding Data Protection Regulations from a Data Management Perspective: A Capability-Based Approach to EU-GDPR. Proceedings of the 14th International Conference on Wirtschaftsinformatik (2019). Peer Reviewed
Maedche Alexander, Legner Christine, Benlian Alexander, Berger Benedikt, Gimpel Henner, Hess Thomas et al. (2019). AI-Based Digital Assistants : Opportunities, Threats, and Research Perspectives. Business & Information Systems Engineering, 61, 535-544.
Mermoud A., Keupp M., Huguenin K., Palmié M. ; Pércia David D. (2019). To share or not to share: A behavioral perspective on human participation in security information sharing. Journal of Cybersecurity, 5, 1-13. Peer Reviewed
Mermoud Alain, Huguenin Kévin (Dir.) (2019). THREE ARTICLES ON THE BEHAVIORAL ECONOMICS OF SECURITY INFORMATION SHARING: A THEORETICAL FRAMEWORK, AN EMPIRICAL TEST, AND POLICY RECOMMENDATIONS. Université de Lausanne, Faculté des hautes études commerciales.
Moro Arielle, Kulkarni Vaibhav, Ghiringhelli Pierre-Adrien, Chapuis Bertil, Huguenin Kévin ; Garbinato Benoit (2019, Nov). Breadcrumbs: A Rich Mobility Dataset with Point-of-Interest Annotations (short paper). Proceedings of the 27th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL) (pp. 508-511). ACM. Peer Reviewed
Naous Dana , Legner Christine (2019). Understanding Users' Preferences for Privacy and Security Features – A Conjoint Analysis of Cloud Storage Services. Business Information Systems Workshops (Vol. 373, pp. 352-365). Springer International Publishing. Peer Reviewed
Olteanu A.-M., Humbert M., Huguenin K. ; Hubaux J.-P. (2019). The (Co-)Location Sharing Game: Benefits and Privacy Implications of (Co)-Location Sharing with Interdependences. Proceedings on Privacy Enhancing Technologies, 2019, 5-25. Peer Reviewed
Pham A., Dacosta I., Losiouk E., Stephan J., Huguenin K. ; Hubaux J.-P. (2019, Aug). HideMyApp: Hiding the Presence of Sensitive Apps on Android. Proceedings of the 28th USENIX Security Symposium (USENIX Security) (pp. 18). Peer Reviewed
Schneider Johannes , Vlachos Michalis (2019). Mass Personalization of Deep Learning.
Schwarz Johannes Sébastian, Legner Christine (Dir.) (2019). ESSAYS ON BUSINESS MODEL MANAGEMENT IN THE MULTI-BUSINESS MQDEL ORGANIZATION THÈSE DE DOCTORAT. Université de Lausanne, Faculté des hautes études commerciales.
Tagasovska Natasa, Ackerer Damien ; Vatter Thibault (2019, Jan). Copulas as High Dimensional Generative Models: Vine Copula Autoencoders. Advances in Neural Information Processing Systems (pp. 6525-6537).
Tagasovska Natasa , Lopez-Paz David (2019, Jan). Single-Model Uncertainties for Deep Learning. Advances in Neural Information Processing Systems (pp. 6414-6425). Peer Reviewed
Tomassini Marco , Antonioni Alberto (2019). Computational Behavioral Models for Public Goods Games on Social Networks . Games, 10.

2018

(2018). EVOLIS : Conduire au lieu de subir l'évolution des systèmes d’information.
Adviji H. , Missonier S. (2018). A design approach to team coordination. Revue Tranel, 68, 106. Peer Reviewed
Aïvodji U.M., Huguenin K., Huguet M.J. ; Killijian M.-O. (2018, Jun). SRide: A Privacy-Preserving Ridesharing System. Proceedings of the 11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec) (pp. 40-50). ACM. Peer Reviewed
Antonioni A., Pereda M., Cronin K.A., Tomassini M. ; Sánchez A. (2018). Collaborative hierarchy maintains cooperation in asymmetric games. Scientific Reports, 8, 5375. Peer Reviewed
Atasu K., Parnell T., Dunner C., Sifalakis M., Pozidis H., Vasileiadis V. et al. (2018). Linear-complexity relaxed word Mover’s distance with GPU acceleration. Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017, 2018-January, 889-896.
Avdiji H., Chandra-Kruse L. ; Missonier S. (2018, Jun). SHARING LEADERSHIP THROUGH DIGITAL COLLABORATIVE TOOLS. European Conference on Information Systems 2018. European Conference on Information Systems (ECIS). Peer Reviewed
Avdiji H., Elikan D., Missonier S. ; Pigneur Y. (2018, Jan). Designing Tools for Collectively Solving Ill-Structured Problems. Proceedings of the 51st Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
Bernard Gaël , Andritsos Periklis (2018). CJM-ab: Abstracting Customer Journey Maps Using Process Mining. Lecture Notes in Business Information Processing (pp. 49-56). Springer International Publishing.
Cherubini M., Meylan A., Chapuis B., Humbert M., Bilogrevic I. ; Huguenin K. (2018, Oct). Towards Usable Checksums: Automating the Integrity Verification of Web Downloads for the Masses. Proceedings of the 25th ACM Conference on Computer and Communications Security (CCS) (pp. 1256-1271). ACM. Peer Reviewed
Chopard B. , Tomassini M. (2018). Métaheuristiques: une introduction aux métaheuristiques pour l'optimisation. Presses Universitaires de Perpignan, Perpignan.
Chopard B. , Tomassini M. (2018). Phase Transitions in Combinatorial Optimization Problems. An Introduction to Metaheuristics for Optimization (pp. 171-189). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Particle Swarm Optimization. An Introduction to Metaheuristics for Optimization (pp. 97-102). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). The Ant Colony Method. An Introduction to Metaheuristics for Optimization (pp. 81-96). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Evolutionary Algorithms: Extensions. An Introduction to Metaheuristics for Optimization (pp. 139-169). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Tabu Search. An Introduction to Metaheuristics for Optimization (pp. 43-57). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Simulated Annealing. An Introduction to Metaheuristics for Optimization (pp. 59-79). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Performance and Limitations of Metaheuristics. An Introduction to Metaheuristics for Optimization (pp. 191-203). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Search Space. An Introduction to Metaheuristics for Optimization (pp. 15-41). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Statistical Analysis of Search Spaces. An Introduction to Metaheuristics for Optimization (pp. 205-214). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Problems, Algorithms, and Computational Complexity. An Introduction to Metaheuristics for Optimization (pp. 1-14). Springer International Publishing. Peer Reviewed
Chopard B. , Tomassini M. (2018). Evolutionary Algorithms: Foundations. An Introduction to Metaheuristics for Optimization (pp. 115-138). Springer International Publishing. Peer Reviewed
Chopard Bastien , Tomassini Marco (2018). An Introduction to Metaheuristics for Optimization. Springer. Peer Reviewed
Elikan D. , Pigneur Y. (2018, Jan). Brand Identity Ontology. 12th International Workshop On Value Modeling and Business Ontologies.
Govaerts S., Holzer A., Kocher B., Vozniuk A., Garbinato B. ; Gillet D. (2018). Blending Digital and Face-to-Face Interaction Using a Co-Located Social Media App in Class. IEEE Transactions on Learning Technologies, 11, 478-492. Peer Reviewed
Hillah N. (2018, Jan). A Conceptual Tool to Improve the Management of Software Defects. BMSD 2018: Business Modeling and Software Design, 319 (pp. 443-451). Springer, Cham. Peer Reviewed
Hillah N. , Estier T. (2018, Jan). The Application of Change Indicators in Mining Software Repositories. WorldCIST'18 2018: Trends and Advances in Information Systems and Technologies, 746 (pp. 418-428). Springer International Publishing. Peer Reviewed
Huguenin K., Bilogrevic I., Machado Soares J., Mihaila S., Shokri R., Dacosta I. ; Hubaux J.-P. (2018). A Predictive Model for User Motivation and Utility Implications of Privacy-Protection Mechanisms in Location Check-Ins. IEEE Transactions on Mobile Computing, 17, 760-774. Peer Reviewed
Länger T., Alaqra A., Fischer-Hübner S., Framner E., Pettersson J.S. ; Riemer K. (2018, Jan). HCI Patterns for Cryptographically Equipped Cloud Services. Human-Computer Interaction. Theories, Methods, and Human Issues (pp. 567-586). Springer International Publishing. Peer Reviewed
Loruenser T., Pöhls H.C., Sell L. ; Laenger T. (2018, Jan). CryptSDLC : Embedding Cryptographic Engineering into Secure Software Development Lifecycle. Proceedings of the 13th International Conference on Availability, Reliability and Security - ARES 2018. Peer Reviewed
Lozano P., Antonioni A., Tomassini M. ; Sánchez A. (2018). Cooperation on dynamic networks within an uncertain reputation environment. Scientific Reports, 8, 9093. Peer Reviewed
Mermoud A., Keupp M., Huguenin K., Palmié M. ; Percia David D. (2018, Jun). Incentives for Human Agents to Share Security Information: a Model and an Empirical Test. Proceedings of the 17th Workshop on the Economics of Information Security (WEIS). Peer Reviewed
Moro A. , Garbinato B. (2018, Jan). ResPred: A Privacy Preserving Location Prediction System Ensuring Location-based Service Utility. Proceedings of the 4th International Conference on Geographical Information Systems Theory, Applications and Management, 1 (pp. 107-118). SCITEPRESS - Science and Technology Publications.
Olteanu A.M., Huguenin K., Dacosta I. ; Hubaux J.-P. (2018, Feb). Consensual and Privacy-Preserving Sharing of Multi-Subject and Interdependent Data. Proceedings of the 25th Network and Distributed System Security Symposium (NDSS) (pp. 1-16). Internet Society. Peer Reviewed
Terrenghi Nicola, Schwarz Johannes ; Legner Christine (2018, Jun). Towards design elements to represent business models for cyber physical systems. Proceedings of the 26th European Conference on Information Systems (ECIS 2018). Peer Reviewed
Verel S., Daolio F., Ochoa G. ; Tomassini M. (2018, Jan). Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. Parallel Problem Solving from Nature – PPSN XV, 11102 (pp. 257-268). Springer International Publishing. Peer Reviewed
Vlachos Michail (2018). Indexing and Similarity Search. Encyclopedia of Database Systems.
Werly Stéphane , Cellier Léonore (2018). La protection des données personnelles relatives à la santé dans le canton de Genève. AJP : Aktuelle juristische Praxis, 2018/1128, 1128 et ss.
Zouzias Anastasios , Vlachos Michalis (2018). Very-Low Random Projection Maps.

2017

(2017). Cjm-ex: Goal-oriented exploration of customer journey maps using event logs and data analytics.
(2017). Discovering Customer Journey Maps using a Mixture of Markov Models. SIMPDA2017.
Andritsos P. (2017, Nov). Reconstructing databases: instance-based structure discovery using reconstructability analysis. CASCON '17 Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering (pp. 279-284). IBM Corp. Riverton, NJ, USA ©2017. Peer Reviewed
Antonioni A. , Tomassini M. (2017). A growing social network model in geographical space. Journal of Statistical Mechanics: Theory and Experiment, 2017, 093403. Peer Reviewed
Atasu K., Parnell T., Dunner C., Vlachos M. ; Pozidis H. (2017). High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters. Proceedings of the International Conference on Parallel Processing, 372-381.
Backes Claudine, Religi A., Moccozet L., Vuilleumier L., Vernez David ; Bulliard JL. (2017, Jan). Predicted sun protection effectiveness and use of various headgear. International Epidemiological Association, August 19-22, Sonic City, Japan.
Bastardot F., Wasserfallen J.B., Regamey P.F. ; Bart P.A. (2017). Dossier patient informatisé – belle opportunité de repenser l’information médicale et son utilisation [The electronic patient record - a great opportunity to rethink medical information and its use]. Revue medicale suisse, 13, 2027-2030. Peer Reviewed
Bernard G. , Andritsos P. (2017, Jun). A Process Mining Based Model for Customer Journey Mapping. Forum and Doctoral Consortium Papers Presented at the 29th International Conference on Advanced Information Systems Engineering (CAiSE 2017), 1848 (pp. 49-56). CEUR Workshop Proceedings. Peer Reviewed
Bonzon Pierre (2017). Towards neuro-inspired symbolic models of cognition: linking neural dynamics to behaviors through asynchronous communications. Cognitive Neurodynamics, 11, 327-353. Peer Reviewed
Bonzon Pierre (2017, Jul). Modeling animal brains with evolutive cognitive schemas. Brain Function Assessment in Learning, LNAI. Springer.






 
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