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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 ordered by: publication type  -  year
 

: 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.

In Press

Avdiji H., Chandra-Kruse L. ; Missonier S. (in press). SHARING LEADERSHIP THROUGH DIGITAL COLLABORATIVE TOOLS. European Conference on Information Systems 2018. European Conference on Information Systems (ECIS).
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
Pigneur Y., Elikan D., Avdiji H. ; Missonier S. (in press). A Design Theory for Visual Inquiry Tools. Journal of Association in Information Systems.
Rosselet U. , Wentland M. (in press). Strategic Alignment and IT Project Portfolio Management. International Journal of Knowledge, Culture and Change Management. 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
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.
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
Humbert Mathias, Trubert Benjamin ; Huguenin Kévin (2019). A Survey on Interdependent Privacy. ACM Computing Surveys, 52, 35/122. Peer Reviewed
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 (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. Huguenin Kévin (Dir.)
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
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 (2019). ESSAYS ON BUSINESS MODEL MANAGEMENT IN THE MULTI-BUSINESS MQDEL ORGANIZATION THÈSE DE DOCTORAT. Université de Lausanne, Faculté des hautes études commerciales. Legner Christine (Dir.)
Tomassini Marco , Antonioni Alberto (2019). Computational Behavioral Models for Public Goods Games on Social Networks . Games, 10.

2018

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., 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). Search Space. An Introduction to Metaheuristics for Optimization (pp. 15-41). 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 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). 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). Evolutionary Algorithms: Extensions. An Introduction to Metaheuristics for Optimization (pp. 139-169). 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). Tabu Search. An Introduction to Metaheuristics for Optimization (pp. 43-57). 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
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.
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, Sep). Behaviorism Revisited: Linking Perception and Action Through Symbolic Models of Cognition. Proceedings of the KI 2017 Workshop on Formal and Cognitive Reasoning, 1928-1 (pp. 3-22). CEUR Workshop Proceedings. Peer Reviewed
Bonzon Pierre (2017, Jul). Modeling animal brains with evolutive cognitive schemas. Brain Function Assessment in Learning, LNAI. Springer.
Bostanipour B. , Garbinato B. (2017). A neighbor detection algorithm based on multiple virtual mobile nodes for mobile ad hoc networks. Computer Networks, 112, 294-313. Peer Reviewed
Camerlo R. , Duparc J. (2017). Some remarks on Baire's grand theorem. Archive for Mathematical Logic, 1-7. Peer Reviewed
Chapuis B., Garbinato B. ; Andritsos P. (2017, Dec). An Efficient Type-Agnostic Approach for Finding Sub-sequences in Data. 2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS). IEEE. Peer Reviewed
Duparc J. (2017). Jeux, Topologie et Automates. Informatique Mathématique: Une photographie en 2017 (pp. 55-79). CNRS Editions.
Ghernaouti S. (2017). La cybercriminalité - Les nouvelles armes du pouvoir. Les Presses polytechniques et universitaires romandes, Lausanne, Suisse.
Ghernaouti S. , Dufour A. (2017). Internet (3073). Presses Universitaires de France , Paris, France.
Hussenot Anthony , Missonier Stéphanie (2017, Jun). New form of collaboration: how do makers participate in the definition of situated and social temporalities?. Organizations, Artifacts & Practices (OAP). Peer Reviewed
Iotti B., Antonioni A., Bullock S., Darabos C., Tomassini M. ; Giacobini M. (2017). Infection dynamics on spatial small-world network models. Physical Review E, 96, NA. Peer Reviewed
Kulkarni V. , Garbinato B. (2017, Jan). Generating synthetic mobility traffic using RNNs. Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery - GeoAI '17 (pp. 1-4). ACM Press.
Kulkarni V., Moro A., Chapuis B. ; Garbinato B. (2017, Jan). Extracting Hotspots without A-priori by Enabling Signal Processing over Geospatial Data. SIGSPATIAL'17 Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. ACM.
Lienhard K., Job O., Bachmann L. ; Legner C. (2017, Jun). A Framework to Advance Electronic Health Record System Use in Routine Patient Care. Proceedings of the 25th European Conference on Information Systems (ECIS 2017) (pp. 1114-1128). Peer Reviewed
Lienhard K. , Legner C. (2017, Feb). Principles in the Design of Mobile Medical Apps: Guidance for Those who Care. Internationale Tagung Wirtschaftinsformatik 2017. Peer Reviewed
Lorünser T., Krenn S., Striecks C. ; Länger T. (2017). Agile cryptographic solutions for the cloud. e & i Elektrotechnik und Informationstechnik, 134, 364-369. Peer Reviewed
Moro A. , Garbinato B. (2017, Jan). A Location Privacy Estimator Based on Spatio-Temporal Location Uncertainties. Networked Systems: 5th International Conference, NETYS 2017, May 17-19, 2017, Proceedings, 10299 (pp. 322-337). Springer International Publishing.
Naous D., Schwarz J. ; Legner C. (2017, Jun). Analytics as a Service: Cloud Computing and the Trans-formation of Business Analytics Business Models and Ecosystems. Proceedings of the 25th European Conference on Information Systems (ECIS 2017). Peer Reviewed
Ochoa G., Veerapen N., Daolio F. ; Tomassini M. (2017, Jan). Understanding phase transitions with local optima networks: number partitioning as a case study. Evolutionary computation in combinatorial optimazation, 10197 (pp. 233-248). Springer. Peer Reviewed
Olejnik K., Dacosta I., Soares Machado J., Huguenin K., Khan M. E. ; Hubaux J.-P. (2017, May). SmarPer: Context-Aware and Automatic Runtime-Permissions for Mobile Devices. Proceedings of the 38th IEEE Symposium on Security and Privacy (S&P) (pp. 1058-1076). IEEE. Peer Reviewed
Pentek T., Legner C. ; Otto B. (2017, May). Towards a Reference Model for Data Management in the Digital Economy. Proceedings of the 12th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2017) (pp. 73-82). Peer Reviewed
Pham A., Dacosta I., Endignoux G., Troncoso-Pastoriza J.R., Huguenin K. ; Hubaux J.-P. (2017, Aug). ORide: A Privacy-Preserving yet Accountable Ride-Hailing Service. Proceedings of the 26th USENIX Security Symposium (pp. 1235-1252). USENIX. Peer Reviewed
Pham A., Dacosta I., Jacot-Guillarmod B., Huguenin K., Hajar T., Tramèr F. et al. (2017). PrivateRide: A Privacy-Enhanced Ride-Hailing Service. Proceedings on Privacy Enhancing Technologies, 2017, 38-56. Peer Reviewed
Poehls H.C. , Länger T. (2017). Einsetzbare Kryptografie für die Cloud. Zeitschrift für Datenrecht und informationssicherheit (digma), 1.
Rodrguez-Triana M.J., Prieto L.P, Holzer A. ; Gillet D. (2017, Jan). The Multimodal Study of Blended Learning Using Mixed Sources: Dataset and Challenges of the SpeakUp Case. Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference, 1828 (pp. 68-73). CEUR. Peer Reviewed
Schwarz J., Terrenghi N. ; Legner C. (2017, Jun). From One to Many Business Models: Uncovering Characteristics of Business Model Portfolios. Proceedings of the 25th European Conference on Information Systems (ECIS 2017). Peer Reviewed
Schwendimann B.A., Rodriguez-Triana M.J., Vozniuk A., Prieto L.P., Boroujeni M.S., Holzer A. et al. (2017). Perceiving Learning at a Glance: A Systematic Literature Review of Learning Dashboard Research. IEEE Transactions on Learning Technologies, 10, 30-41. Peer Reviewed
Silic M., Cyr D., Back A. ; Holzer A. (2017, Jan). Effects of Color Appeal, Perceived Risk and Culture on Users Decision in Presence of Warning Banner Message. Proceedings of the 50th Hawaii International Conference on System Sciences (2017). Peer Reviewed
Tagasovska N. , Andritsos P. (2017). Distributed clustering of categorical data using the information bottleneck framework. Information Systems, 72, 161-178. Peer Reviewed
Terrenghi N., Schwarz J., Legner C. ; Eisert U. (2017, Feb). Business Model Management: Current Practices, Required Activities and IT Support. Internationale Tagung Wirtschaftsinformatik 2017. Peer Reviewed
Triana María J.R., Prieto L.P., Vozniuk A., Boroujeni M.S., Schwendimann B.A., Holzer A. ; Gillet D. (2017). Monitoring, awareness and reflection in blended technology enhanced learning: a systematic review. International Journal of Technology Enhanced Learning, 9, 126.
Vonèche Cardia I., Holzer A., Xu Y., Maitland C. ; Gillet D. (2017, Jan). Towards a Principled Approach to Humanitarian Information and Communication Technology. Proceedings of the Ninth International Conference on Information and Communication Technologies and Development - ICTD '17. ACM Press. Peer Reviewed
Vozniuk A., Holzer A., Mazuze J. ; Gillet D. (2017, Nov). GraaspBox : Enabling Mobile Knowledge Delivery into Underconnected Environments. Proceedings of the Ninth International Conference on Information and Communication Technologies and Development - ICTD '17. ACM Press. Peer Reviewed
Xu Y., Holzer A., Maitland C. ; Gillet D. (2017, Nov). Community Building with Co-located Social Media : A Field Experiment with Syrian Refugees. Proceedings of the Ninth International Conference on Information and Communication Technologies and Development - ICTD '17. ACM Press. Peer Reviewed

2016

(2016). Interorganizational cooperation in IT industry: How deal with paradoxical tensions?.
A. Antonioni , A. Sánchez ; M. Tomassini (2016). Cooperation survives and cheating pays in a dynamic network structure with unreliable reputation. Scientific Reports, 6, 27160. Peer Reviewed
Bernard G., Boillat T., Legner C. ; Andritsos P. (2016, Dec). When Sales Meet Process Mining: A Scientific Approach to Sales Process and Performance Management. Proceedings of the 37th International Conference on Information Systems (ICIS 2016). Peer Reviewed
Bostanipour B. , Garbinato B. (2016, Feb). Neighbor Detection Based on Multiple Virtual Mobile Nodes. 2016 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) (pp. 322-327). IEEE.






 
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