(. Haboucha, The influence of the mode is not widely considered in these studies. However, PT users are often the closest to AVs acceptance, Payre, 2015) (Schoettle & Sivak, 2012.

. Bansal, Criteria that participants added were also present in literature. Participants who enjoy driving, Cost is widely recognized as the most important barrier participants consider in their willingness-to-use AVs in all their forms (shared or non-shared, 2013.

R. F. Abenoza, O. Cats, and Y. O. Susilo, How does travel satisfaction sum up? An exploratory analysis in decomposing the door-to-door experience for multimodal trips, pp.1-28, 2018.

C. Abras, D. Maloney-krichmar, and J. Preece, User-centered design, Berkshire Encyclopedia of Human-Computer Interaction, vol.37, pp.445-456, 2004.

. Accenture, Consumers in US and UK frusterated with intelligent devices that frequently crash, 2011.

A. , Lift-or Ramp-Equipped Transit Buses, 2012.

J. G. Adair, D. Sharpe, and C. L. Huynh, The Placebo Control Group, The Journal of Experimental Education, vol.59, issue.1, pp.67-86, 1990.

A. Maghraoui, O. Vallet, F. Puchinger, J. Yannou, and B. , Framing key concepts to design a human centered urban mobility system, International Conference on Engineering Design, vol.3, pp.91-100, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01526780

A. Maghraoui, O. Vallet, F. Puchinger, J. Yannou, and B. , Modeling traveler experience for designing urban mobility systems. (Manuscript submitted for publication), 2017.
URL : https://hal.archives-ouvertes.fr/hal-02017696

E. Alatartseva and G. Barysheva, Well-being: Subjective and Objective Aspects, ProcediaSocial and Behavioral Sciences, vol.166, pp.36-42, 2015.

J. Alonso-mora, S. Samaranayake, A. Wallar, E. Frazzoli, and D. Rus, On-demand highcapacity ride-sharing via dynamic trip-vehicle assignment, Proceedings of the National Academy of Sciences, 2017.

A. , Enhancing the passenger experience, 2018.

. Anthropolis, Research topics (chaire-anthropolis.fr), 2018.

F. Arroyo-cañada and J. Gil-lafuente, Multidimensional Positioning of a Set of European Smart Cities, Sustainable Smart Cities: Innovation, Technology, and Knowledge management, pp.49-63, 2017.

O. Atilola, M. Tomko, and J. S. Linsey, The effects of representation on idea generation and design fixation: A study comparing sketches and function trees, Design Studies, vol.42, pp.110-136, 2016.

P. Atkinson and M. Hammersley, Ethnography and Participant Observation, Handbook of Qualitative Research, vol.1, issue.23, pp.248-261, 1994.

J. Auld, V. Sokolov, and T. S. Stephens, Analysis of the Effects of Connected-Automated Vehicle Technologies on Travel Demand, Transportation Research Record: Journal of the Transportation Research Board, issue.630, pp.1-8, 2017.

H. Auvinen and A. Tuominen, Future transport systems: Long-term visions and socio-technical transitions, European Transport Research Review, vol.6, issue.3, pp.343-354, 2014.

C. L. Azevedo, K. Marczuk, S. Raveau, H. Soh, M. Adnan et al., , 2016.

, Microsimulation of Demand and Supply of Autonomous Mobility On Demand, Transportation Research Record: Journal of the Transportation Research Board, pp.21-30

B. B. Baltes, M. W. Dickson, M. P. Sherman, C. C. Bauer, and J. S. Laganke, Computermediated communication and group decision making: A meta-analysis, Organizational Behavior and Human Decision Processes, vol.87, issue.1, pp.156-179, 2002.

D. Banister, The sustainable mobility paradigm, Transport Policy, vol.15, issue.2, pp.73-80, 2008.

P. Bansal, K. M. Kockelman, and A. Singh, Assessing public opinions of and interest in new vehicle technologies: An Austin perspective, Transportation Research Part C: Emerging Technologies, vol.67, pp.1-14, 2016.

M. S. Basadur, G. B. Graen, and S. G. Green, Organizational Behavior and Human Performance, vol.30, pp.41-70, 1982.

M. Bassand and M. Brulhardt, La mobilité spatiale en tant que système, Journal of Economics and Statistics, issue.5, 1981.

B. Ahmed, W. Mekhilef, M. Yannou, B. Bigand, and M. , Evaluation framework for the design of an engineering model, Artificial Intelligence for Engineering Design, vol.24, issue.01, p.107, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00748720

R. Benedyk, A. Woodcock, and A. Harder, The Hexagon-Spindle Model for educational ergonomics, Work, vol.32, issue.3, pp.237-285, 2009.

M. Bertin, J. Bluntzer, M. Roger, J. Sagot, L. Fabbro et al., Integration of the well-being in the early phases of the automotive design process : First approach and contribution of physiological measures, INTERNATIONAL DESIGN CONFERENCE-DESIGN, pp.1697-1706, 2016.

. Dubrovnik,

S. Beul-leusmann, E. M. Jakobs, and M. Ziefle, User-centered design of passenger information systems, 2013.

S. E. Bibri, The Rise of Sustainability, ICT, and Urbanization and the Materialization of Smart Sustainable Cities, Smart Sustainable Cities of the Future, pp.1-38, 2018.

A. Bisello, D. Vettorato, R. Stephenes, and P. Elisei, Smart and Sustainable Planning for Cities and Regions. Green Energy and Technology (Results of), 2017.

L. T. Blessing and A. Chakrabarti, DRM, a Design Research Methodology, 2009.

S. Bocarejo, J. P. Oviedo, H. , and D. R. , Transport accessibility and social inequities: a tool for identification of mobility needs and evaluation of transport investments, Journal of Transport Geography, vol.24, pp.142-154, 2012.

P. M. Boesch, F. Ciari, and K. W. Axhausen, Autonomous Vehicle Fleet Sizes Required to Serve Different Levels of Demand, Journal of the Transportation Research Board, vol.2542, pp.111-119, 2016.

G. Boy, Orchestrating Human-Centered Design, 2013.

G. Boy and J. Narkevicius, Unifying Human Centered Design and Systems Engineering for Human Systems Integration. Complex Systems Design & Management, pp.151-162, 2014.

M. A. Bradley and E. P. Kroes, Forecasting issues in stated preference survey research, Selected readings in transport survey methodology: Edited proceedings of the 3rd International Conference on Survey Methods in Transportation, pp.89-107, 1992.

R. O. Briggs and B. A. Reinig, Bounded Ideation Theory, Journal of Management Information Systems, vol.27, issue.1, pp.123-144, 2010.

J. Buur and B. Matthews, Participatory innovation, International Journal of Innovation Management, vol.12, issue.3, pp.255-273, 2008.

P. Caldwell, Autonomous cars: will drivers buy them?, 2014.

E. Cascetta, Transportation systems analysis, Transportation Research, vol.10, 2009.

P. Cash, E. Elias, E. Dekoninck, and S. Culley, Methodological insights from a rigorous small scale design experiment, Design Studies, vol.33, issue.2, pp.208-235, 2012.

E. .. Céret, S. .. Dupuy-chessa, G. .. Calvary, A. Front, and D. Rieu, A taxonomy of design methods process models, Information and Software Technology, vol.55, issue.5, pp.795-821, 2013.

F. Chamaki, NSW City Rail Mental Model. References, vol.128, 2010.

K. Charmaz, Constructing grounded theory, Sage, 2014.

A. Chiesura, The role of urban parks for the sustainable city, Landscape and Urban Planning, 2004.

. Chronos and . Attoma, Nouvelles Mobilités-Des mobilités libres, durables et responsables: un discours, 2009.

. Cityrepair, The City Repair Project, 2016.

. Civitas, Involving Stakeholders : Toolkit on Organising Successful Consultations, 2011.

D. Clark-carter, Doing quantitative psychological research: from design to report (Psychology), 1997.

M. Colleoni, A Social Science Approach to the Study of Mobility: An Introduction. Understanding Mobilities for Designing Contemporary Cities, pp.23-33, 2016.

J. Cortright, What price for autonomous vehicles?, 2017.

J. Coughlin, Transportation and older persons : Perceptions and Preferences, 2001.

I. Coyne, Sampling in qualitative research. Purposeful and theoretical sampling; merging or clear boundaries, Journal of Advanced Nursing, vol.26, issue.3, pp.623-630, 1997.

J. Creswell, Research Design: Qualitative, Quantitative and Mixed Methods Approaches, Journal of Chemical Information and Modeling, vol.53, issue.9, pp.1689-1699, 2009.

N. Cross, Natural intelligence in design, Design Studies, vol.20, issue.1, pp.25-39, 1999.

L. Cunningham, C. Young, and M. Lee, Methodological Triangulation in Measuring Public Transportation Service Quality. Transportation Journal, vol.40, issue.1, pp.35-47, 2000.

D. Souza, D. F. Wills, and A. C. , Objects, components, and frameworks with UML : the catalysis approach, 1999.

D. L. Dean, J. M. Hender, T. L. Rodgers, and E. L. Santanen, Identifying Quality, Novel, and Creative Ideas: Constructs and Scales for Idea Evaluation, Journal of the Association for Information Systems, vol.7, issue.10, pp.646-698, 2006.

A. Debnath, H. Chin, M. M. Haque, and B. Yuen, A methodological framework for benchmarking smart transport cities, Cities, vol.37, 2014.

D. Delaurentis, Understanding transportation as a system-of-systems design problem, 43rd AIAA Aerospace Sciences Meeting and Exhibit, pp.1-14, 2005.

A. Delbosc and G. Currie, Transport problems that matter-social and psychological links to transport disadvantage, Journal of Transport Geography, vol.19, issue.1, pp.170-178, 2011.

Y. Denis and J. Janin, ACTIF-the Framework Architecture for ITS in France for making it closer to user expectations, ITS WORLD CONGRESS Busan, 2010.

P. M. Desmet, Faces of product pleasure: 25 positive emotions in human-product interactions, International Journal of Design, vol.6, issue.2, pp.1-29, 2012.

M. Diana and C. Daraio, Performance Indicators for Urban Public Transport Systems With a Focus on Transport Policy Effectiveness Issues. 12th WC, pp.1-25, 2010.

M. Diana and C. Pronello, Traveler segmentation strategy with nominal variables through correspondence analysis, Transport Policy, vol.17, issue.3, pp.183-190, 2010.

E. Diener, Subjective well-being. The science of happiness and a proposal for a national index, The American Psychologist, vol.55, issue.1, pp.34-43, 2000.

T. Dietz and P. C. Stern, Public Participation in Environmental Assessment and Decision Making, 2008.

. , How Uber gets Customer Feddback, 2016.

C. Eastman, M. Mccracken, W. Newstetter, and N. Cross, Design Cognition: Results From Protocol And Other Empirical Studies Of Design Activity, Design knowing and learning: cognition in design education, pp.79-103, 2001.

T. Edwards and S. Smith, Transport Problems Facing Large Cities. NSW Parliamentary Library Briefing Paper, 2008.

J. Elkington, Partnerships from cannibals with forks: The triple bottom line of 21st-century business, Environmental Quality Management, 1998.

E. , Public Transport, 2018.

D. F. Ettema, R. F. Abenoza, and Y. O. Susilo, Satisfaction with intermodal trips in Stockholm: How do service attributes influence satisfaction with the main mode and with the journey as a whole?, Transportation Research Board 95th Annual Meeting, vol.46, pp.1-16, 2016.

, Commission awards Paris as most innovative European city in 2017, 2017.

D. Faems, B. Van-looy, and K. Debackere, Interorganizational collaboration and innovation: Toward a portfolio approach, Journal of Product Innovation Management, vol.22, issue.3, pp.238-250, 2005.

G. Fischer and J. F. Sullivan, Human-centered public transportation systems for persons with cognitive disabilities: Challenges and insights for participatory design, pp.194-198, 2002.

J. C. Fortney, B. M. Booth, F. C. Blow, J. Y. Bunn, and C. A. Cook, The effects of travel barriers and age on the utilization of alcoholism treatment aftercare, American Journal of Drug and Alcohol Abuse, vol.21, issue.3, pp.391-406, 1995.

E. Fraedrich and B. Lenz, Automated Driving-Individual and Societal Aspects entering the debate, 93rd Annual Meeting of the Transportation Research Board, 2014.

L. C. Freeman, A Set of Measures of Centrality Based on Betweenness, Sociometry, vol.40, issue.1, pp.35-41, 1977.

N. Fridman and G. Kaminka, Modeling pedestrian crowd behavior based on a cognitive model of social comparison theory, Computational and Mathematical Organization Theory, vol.16, issue.4, pp.348-372, 2010.

S. L. Gaber and J. Gaber, QUALITATIVE ASSESSMENT OF TRANSIT NEEDS: THE NEBRASKA CASE, JOURNAL OF URBAN PLANNING AND DEVELOPMENT, vol.125, issue.2, pp.59-67, 1999.

R. Gallotti and M. Barthelemy, Anatomy and efficiency of urban multimodal mobility, Scientific Reports, vol.4, p.6911, 2014.
URL : https://hal.archives-ouvertes.fr/cea-01119022

S. Gao, Spatio-Temporal Analytics for Exploring Human Mobility Patterns and Urban Dynamics in the Mobile Age, Spatial Cognition & Computation, vol.15, issue.2, pp.86-114, 2015.

S. Gasson, Human-Centered Vs. User-Centered approaches to information system design, JITTA: Journal of Information Technology Theory and Application, vol.5, issue.2, pp.29-46, 2003.

B. Gatersleben and D. Uzzell, Local transport problems and possible solutions: Comparing perceptions of residents, elected members, officers and organisations, Local Environment, vol.8, issue.4, pp.387-405, 2003.

R. Giffinger, Smart cities Ranking of European medium-sized cities. smart-cities, 2007.

G. V. Glass, Primary, Secondary, and Meta-Analysis of Research, Educational Researcher, vol.5, issue.10, pp.3-8, 1976.

W. Glatzer, Global Handbook of Quality of Life: Exploration of Well-Being of Nations and Continents, pp.855-868, 2015.

M. C. Gonzalez, C. A. Hidalgo, and A. Barabasi, Understanding individual human mobility patterns, Nature, vol.453, issue.7196, pp.779-782, 2008.

M. C. Gonzalez, C. A. Hidalgo, and A. Barabasi, Understanding individual human mobility patterns, Nature, vol.453, issue.7196, pp.779-782, 2008.

M. Gorman, The Essential and the Accidental, Ratio, vol.18, issue.3, pp.276-289, 2005.

P. A. Green, Human Factors and Ergonomics in Motor Vehicle Transportation, Handbook of Human Factors and Ergonomics, pp.1596-1614, 2012.

T. Grosvenor, Qualitative Research in the Transport Sector, TRB Transportation Research Circular E-C008, pp.1-20, 2000.

M. Guillen-royo, Sustainability and Well-Being: Human-scale development in practice, Development (Routledge, 2004.

P. Gustafson, Business Travel from the Traveller's Perspective: Stress, Stimulation and Normalization, vol.9, pp.63-83, 2014.

C. J. Haboucha, R. Ishaq, and Y. Shiftan, User preferences regarding autonomous vehicles, Transportation Research Part C: Emerging Technologies, vol.78, pp.37-49, 2017.

B. Hanington, Methods in the Making: A Perspective on the State of Human Research in Design. Design Issues, 2003.

A. Harris and D. Tapsas, Transport and Mobility: Challenges, innovations and improvements, 2006.

S. Hasan, C. M. Schneider, S. V. Ukkusuri, and M. C. González, Spatiotemporal Patterns of Urban Human Mobility, Journal of Statistical Physics, vol.151, issue.1-2, pp.304-318, 2013.

M. Hassenzahl and N. Tractinsky, User experience-a research agenda, Behaviour & Information Technology, vol.25, issue.2, pp.91-97, 2006.

M. Heilig, T. Hilgert, N. Mallig, M. Kagerbauer, and P. Vortisch, Potentials of Autonomous Vehicles in a Changing Private Transportation System-A Case Study in the Stuttgart Region, Transportation Research Procedia, vol.26, pp.13-21, 2016.

M. M. Hennink, B. N. Kaiser, and V. C. Marconi, Code Saturation Versus Meaning Saturation: How Many Interviews Are Enough? Qualitative Health Research, vol.27, pp.591-608, 2017.

N. V. Hernandez, J. J. Shah, and S. M. Smith, Understanding design ideation mechanisms through multilevel aligned empirical studies, Design Studies, vol.31, issue.4, pp.382-410, 2010.

R. Hjorthol, Transport resources, mobility and unmet transport needs in old age, Ageing and Society, vol.33, issue.7, pp.1190-1211, 2013.

C. Hohenberger, M. Spörrle, and I. M. Welpe, How and why do men and women differ in their willingness to use automated cars? The influence of emotions across different age groups, Transportation Research Part A: Policy and Practice, vol.94, pp.374-385, 2016.

W. Hook, C. Hughes, and J. Mason, Evaluating country performance in meeting the transit needs of urban populations. Best Practice in National Support for Urban Transportation, vol.1, pp.2-16, 2014.

S. Hörl, Agent-based simulation of autonomous taxi services with dynamic demand responses, Procedia Computer Science, vol.109, pp.899-904, 2017.

S. Hörold, C. Mayas, and H. Krömker, Identifying the information needs of users in public transport, Advances in Human Aspects of Road and Rail Transportation, pp.331-340, 2012.

S. Hörold, C. Mayas, and H. Krömker, User-oriented information systems in public transport, Contemporary Ergonomics and Human Factors, pp.160-167, 2013.

D. Horton, P. Rosen, and P. Cox, Cycling and society, Cycling and Society. ASHGATE. References, vol.131, 2007.

D. Howard and D. Dai, Public Perceptions of Self-driving Cars: The Case of, 93rd Annual Meeting of the Transportation Research Board, 2014.

H. Hüging, K. Glensor, and O. Lah, Need for a Holistic Assessment of Urban Mobility Measures-Review of Existing Methods and Design of a Simplified Approach, Transportation Research Procedia, vol.4, pp.3-13, 2014.

, What makes us angry drivers, 2017.

&. Iea and . Oecd, ISO 9241-210: Ergonomics of human-system interaction-Human-centred design for interactive systems, Paris. International Organization for Standardization, 2010.

I. , Defining Governance, 2013.

, ITF Transport Outlook, 2017.

D. G. Jansson and S. M. Smith, Design fixation, Design Studies, vol.12, issue.1, pp.3-11, 1991.

O. B. Jensen, Staging Mobilities, 2013.

O. B. Jensen and C. Lassen, Mobility Challenges, Danish Journal of Geoinformatics and Land Management, vol.46, issue.1, pp.9-21, 2011.

P. H. Jesty and R. A. Bossom, Using the FRAME Architecture for planning integrated Intelligent Transport Systems, IEEE Forum on Integrated and Sustainable Transportation Systems, FISTS, issue.224383, pp.370-375, 2011.

W. Jiao, C. Yang, and S. He, Improved SP-off-RP Survey Method and Its Application to Mode Choice Model, CICTP 2012, pp.317-328, 2012.

T. B. Joewono and H. Kubota, User satisfaction with paratransit in competition with motorization in indonesia: Anticipation of future implications, Transportation, vol.34, issue.3, pp.337-354, 2007.

M. W. Johnson, C. M. Christensen, and H. Kagermann, Reinventing your business model, Harvard Business Review, 2008.

J. P. Jokinen, Emotional user experience: Traits, events, and states, International Journal of Human Computer Studies, p.76, 2015.

P. Jones, The evolution of urban mobility: The interplay of academic and policy perspectives, IATSS Research, vol.38, issue.1, pp.7-13, 2014.

B. Jonson, Design ideation: The conceptual sketch in the digital age, Design Studies, vol.26, issue.6, pp.613-624, 2005.

J. Josset, Une approche comportementale de la congestion urbaine Illustration par plusieurs expériences de terrain sur les pratiques de mobilité durable, 2016.

M. Kakihara and C. Sørensen, Expanding the "mobility, concept. ACM SIGGROUP Bulletin, vol.22, issue.3, pp.33-37, 2001.

R. Katzev, Car Sharing: A New Approach to Urban Transportation Problems, vol.3, pp.65-86, 2003.

V. Kaufmann, Les paradoxes de la mobilité-Bouger, s'enraciner. (L. savoir Suisse, 2011.

V. Kaufmann, M. M. Bergman, and D. Joye, Motility: mobility as capital, International Journal of Urban and Regional Research, vol.28, issue.4, pp.745-756, 2004.

M. P. Kayal, R. Singh, and M. M. Kumar, Defining Sustainable Urban Mobility, 2014.

A. Kellerman, Potential Mobilities. Mobilities, vol.7, pp.171-183, 2012.

P. Kempf, You are the City: Observation, Organization, and Transformation of Urban Settings, 2009.

H. Kerschner and R. Aizenberg, Focus group participants reflect on transportation, 27th Proceedings of Transportation in an Aging Society, vol.27, pp.293-301, 2004.

K. Kim, Evolution of Climate Resilience and Low-Carbon Smart City Planning: A Process, Low-Carbon Smart Cities, pp.1-76, 2018.

K. S. Kim and N. Gallent, Transport issues and policies in seoul: An exploration, Transport Reviews, vol.18, issue.1, pp.83-99, 1998.

W. C. Kim and R. Mauborgne, Blue ocean strategy, Harvard Business Review, pp.69-80, 2004.

R. Kitchin, Smart Urbanism: Utopian Vision or False Dawn' Workshop at the University of Durham, p.20, 2013.

T. Knight, J. Dixon, M. Warrener, and S. Webster, Understanding the travel needs , behaviour and aspirations of people in later life, 2007.

K. , Self-Driving Cars : Are we ready?, 2013.

S. Kremer, T. Krahl, and U. Lindemann, User Experience Journeys, 21st International Conference on Engineering Design (ICED17), vol.4, pp.483-492, 2017.

R. Krueger, T. H. Rashidi, and J. M. Rose, Preferences for shared autonomous vehicles, Transportation Research Part C: Emerging Technologies, vol.69, pp.343-355, 2016.

M. Kümmel, F. Busch, and D. Z. Wang, Framework for automated taxi operation: The family model, Transportation Research Procedia, vol.22, pp.529-540, 2016.

S. Kvale and S. Brinkmann, Epistemological Issues of Interviewing. InterViews: Learning the Craft of Qualitative Research Interviewing, 2009.

M. Kyriakidis, R. Happee, and J. C. Winter, Public opinion on automated driving: Results of an international questionnaire among 5000 respondents, Transportation Research Part F: Traffic Psychology and Behaviour, vol.32, pp.127-140, 2015.

S. Lancée, R. Veenhoven, and M. Burger, Mood during commute in the Netherlands: What way of travel feels best for what kind of people?, Transportation Research Part A: Policy and Practice, vol.104, pp.195-208, 2017.

E. L. Law, V. Roto, M. Hassenzahl, A. P. Vermeeren, and J. Kort, Understanding, scoping and defining user experience, Proceedings of the 27th International Conference on Human Factors in Computing Systems-CHI 09, p.719, 2009.

T. Lehr, Smart Cities: Vision on-the-Ground, Smart Cities, pp.3-15, 2018.

M. W. Levin, T. Li, S. D. Boyles, and K. M. Kockelman, A general framework for modeling shared autonomous vehicles with dynamic network-loading and dynamic ride-sharing application, 95th Annual Meeting of the Transportation Research Board, vol.64, pp.1-23, 2016.

J. M. Likins, Developing the Commuter Perspective, NASPA Journal, vol.24, issue.1, pp.11-16, 1986.

M. A. Linden, D. G. Kamper, S. I. Reger, and T. C. Adams, Transportation needs-Survey of individuals with disabilities, RESNA 96'-Exploring new Horizons... Pioneering the 21st Century, pp.66-68, 1996.

M. Lindenau and S. Böhler-baedeker, Citizen and Stakeholder Involvement: A Precondition for Sustainable Urban Mobility, Transportation Research Procedia, vol.4, pp.347-360, 2014.

J. S. Linsey, E. F. Clauss, T. Kurtoglu, J. T. Murphy, K. L. Wood et al., An Experimental Study of Group Idea Generation Techniques: Understanding the Roles of Idea Representation and Viewing Methods, Journal of Mechanical Design, vol.133, issue.3, p.31008, 2011.

G. Liu, S. Krishnamurthy, and P. Van-wesemael, Conceptualizing cycling experience in urban design research: a systematic literature review, Applied Mobilities, issue.00, pp.1-17, 2018.

J. Loftland and L. H. Loftland, Analyzing social settings: A Guide to Qualitative Observation and Analysis, 1984.

D. Lopatnikov, Smart Urban Mobility from Expert Stakeholders' Narratives, Second International Conference, vol.10268, pp.137-143, 2017.

K. Lucas, Qualitative methods in transport research : the ' action research ' approach, Transport Survey Methods: Best Practice for decision making, 2013.

. Lyft, Lyft Pass, 2018.

J. R. Maier, G. M. Fadel, and D. G. Battisto, An affordance-based approach to architectural theory, design, and practice, Design Studies, vol.30, issue.4, pp.393-414, 2009.

. Mairie-de-paris, reinventer.paris: The subterranean secrets of Paris, 2018.

D. Marco, A comprehensive set of quality and accessibility indicators for transport services, p.10, 2015.

A. Marcus, S. W. Kim, H. K. Jo, and D. Y. Ha, Design, user experience and usability: theory, methods, tools and practice, Lecture Notes in Computer Science, 2011.

L. M. Martinez and J. M. Viegas, Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal. International Journal of Transportation Science and Technology, vol.6, issue.1, pp.13-27, 2017.

A. H. Maslow, A Theory of Human Motivation, Psychological Review, vol.50, issue.4, pp.370-396, 1943.

M. A. Max-neef, A. Elizalde, and M. Hopenhayn, Development and Human Needs, Human scale development: conception, application and further reflections, p.18, 1989.

R. Mcdermott, Mass Transit Issues Perspective from a Marketing, Transportation Journal, vol.18, issue.1, pp.28-35, 1978.

J. A. Michon, A Critical View of Driver Behavior Models: What Do We Know, What Should We Do, Human Behavior and Traffic Safety, pp.485-524, 1985.

D. Mitchell, S. Claris, and D. Edge, Human-Centered Mobility: A New Approach to Designing and Improving Our Urban Transport Infrastructure. Engineering, vol.2, pp.33-36, 2016.

. Mondschein, E. Blumenberg, and B. Taylor, Accessibility and Cognition: The Effect of Transport Mode on Spatial Knowledge, Urban Studies, vol.47, issue.4, pp.845-866, 2010.

D. Morgan, The focus group guidebook, vol.1, 1997.

E. Morin, Complex Thinking for a Complex World-About Reductionism, Disjunction and Systemism. Systema, vol.2, issue.1, pp.14-22, 2014.

J. M. Morse, The Significance of Saturation, Qualitative Health Research, vol.5, issue.2, pp.147-149, 1995.

A. Mourad, J. Puchinger, and C. Chu, Owning or sharing autonomous vehicles : comparing different ownership and usage scenarios, Manuscript Submitted for Publication, pp.1-13, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01505749

C. Musselwhite and H. Haddad, A grounded theory exploration into the driving and travel needs of older people, pp.1-12, 2008.

J. Neff and L. Pham, A Profile of Public Transport Passenger Demographics and Travel Characteristics Reported in On-Board Survey, 2007.

J. Nelson, S. Buisine, and A. Améziane, Assisting Designers in the Anticipation of Future Product Use, AIJSTPME, vol.2, issue.3, pp.25-39, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00787618

C. Nemeth, Human Factors Methods for Design-Making systems Human centered, 2004.

F. Nickpour and P. Jordan, Accessibility in public transport A psychosocial approach, Advances in Human Aspects of Road and Rail Transportation, pp.341-350, 2012.

L. Nielsen, , 2014.

H. Noble and J. Smith, Issues of validity and reliability in qualitative research, Evidence Based Nursing, vol.18, issue.2, pp.34-35, 2015.

D. A. Norman, P. J. Stappers, C. A. Donald, and A. Norman, , pp.83-106, 2016.

A. A. Nunes, T. Galvão-dias, C. Zegras, and J. Cunha, Temporary user-centred networks for transport systems, Transportation Research Part C: Emerging Technologies, vol.62, pp.55-69, 2016.

O. , Transport for a changing World. International Transport Forum Annual Summit, 2014.

P. K. Olayinka, Travel Disadvantage in Selected Rural Border Communities of Oyo State, Nigeria. Academic Journal of Interdisciplinary Studies, vol.5, issue.2, pp.123-130, 2016.

O. , Enquête globale transport-La mobilité en Île-de-France, 2012.

J. C. Ortíz-nicolás and M. Aurisicchio, A Scenario of User Experience, Proceedings of the 20th International Conference on Engineering Design, pp.1-12, 2011.

J. Ortuzar, D. De, and L. G. Willumsen, , 2011.

A. Osterwalder, Y. Pigneur, G. Bernarda, and A. Smith, Value Proposition Design, vol.1, 2014.

M. Ottens, M. Franssen, P. Kroes, and I. Van-de-poel, Modelling infrastructures as sociotechnical systems, Int. J. Critical Infrastructures, vol.2, issue.2, pp.133-145, 2006.

G. Pahl, W. Beitz, J. Feldhusen, and K. Grote, Product development process, Engineering Design-A systamtic Approach, 2007.

J. M. Parker, Applying a System of Systems Approach for Improved Transportation, References, vol.135, 2010.

M. Patton, Qualitative Research. Encyclopedia of Statistics in Behavioral Science, vol.3, pp.1633-1636, 2005.

W. Payre, Conduite complètement automatisée : acceptabilité , confiance et apprentissage de la reprise de contrôle manuel, 2015.

J. Peeters, P. Verhaegen, D. Vandevenne, and J. R. Duflou, Refined Metrics for Measuring Novelty in Ideation, Proceedings of IDMME-Virtual, pp.1-4, 2010.

V. Pimenta, A. Quilliot, H. Toussaint, and D. Vigo, Models and algorithms for reliabilityoriented Dial-a-Ride with autonomous electric vehicles, European Journal of Operational Research, vol.257, issue.2, pp.601-613, 2017.
DOI : 10.1016/j.ejor.2016.07.037
URL : https://hal.archives-ouvertes.fr/hal-01708139

S. Pontis, An Ethnographic Information Design Approach, 2013.

G. Porter, Transport planning in sub-Saharan Africa III : The challenges of meeting children and young people's mobility. Progress in Development Studies, vol.2, pp.169-180, 2007.

J. D. Power, Vehicle Owners Show Willingness to Spend on Automotive Infotainment Features, 2012.

J. Preston, Integration for Seamless Transport, Oecd / Itf, ITF Discus, p.34, 2012.

R. Priester, M. Miramontes, and G. Wulfhorst, A generic code of urban mobility : how can cities drive future sustainable development ?, Transportation Research Procedia, vol.4, pp.90-102, 2014.

F. Primerano, M. A. Taylor, L. Pitaksringkarn, and P. Tisato, Defining and understanding trip chaining behaviour, Transportation, vol.35, issue.1, pp.55-72, 2008.
DOI : 10.1007/s11116-007-9134-8

C. Pronello and C. Camusso, Users' needs and business models for a sustainable mobility information network in the Alpine Space, Transportation Research Procedia, vol.25, pp.3594-3609, 2017.

P. Pucci, Mobility Practices as a Knowledge and Design Tool for Urban Policy, pp.3-21, 2016.
DOI : 10.1007/978-3-319-22578-4_1

S. Punpuing and H. Ross, Commuting: The human side of Bangkok's transport problems, Cities, vol.18, issue.1, pp.43-50, 2001.

R. , Pour l'excellence au service des voyageurs, 2018.

H. Raymundo and J. G. Reis, Passenger Transport Drawbacks: An Analysis of Its, Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing, vol.514, pp.545-552, 2017.
DOI : 10.1007/978-3-319-66923-6_64
URL : https://hal.archives-ouvertes.fr/hal-01666218

G. J. Read, V. Beanland, M. G. Lenne, N. A. Stanton, and P. M. Salmon, Integrating Human Factors Methods and Systems Thingking for Transport Analysis and Design, 2017.
DOI : 10.1201/9781315589022

Y. Reich, Measuring the value of knowledge, International Journal of Human-Computer Studies, vol.42, issue.1, pp.3-30, 1995.

B. Reinig, R. Briggs, and J. Nunamaker, On the Measurement of Ideation Quality, Journal of Management Information Systems, vol.23, issue.4, pp.143-161, 2007.

R. , Renault EZ-ULTIMO: A robo-vehicle for a premium mobility service experience, 2018.

S. Rosenbloom, Meeting Transportation Needs in an Aging-Friendly Community, GENERATIONS-Journal of the American Society on Aging, vol.33, issue.2, pp.33-43, 2009.

S. Rosenbloom, S. Srinivasan, H. Li, R. Gossen, M. T. Dau et al., References 136, 2004.

, Understanding Travel Issues, Research on Women's Issues in Transportation, vol.2, pp.3-58

G. Sammer, T. Uhlmann, W. Unbehaun, A. Millonig, B. Mandl et al., Identification of Mobility-Impaired Persons and Analysis of Their Travel Behavior and Needs, Transportation Research Record: Journal of the Transportation Research Board, pp.46-54, 2012.

E. Sanders, From user-centered to participatory design approaches, Design and the Social Sciences Making connections, pp.1-8, 2002.

E. Sanders and P. J. Stappers, Co-creation and the new landscapes of design, CoDesign, vol.4, issue.1, pp.5-18, 2008.

H. Sanoff, Visual research methods in design, 2016.

F. E. Santana, C. C. Cardoso, M. G. Ferreira, M. F. Catapan, I. R. Montanha et al., Towards a more inclusive service development process for the wider population, Design Studies, vol.55, pp.146-173, 2018.

E. L. Santanen, R. O. Briggs, G. Vreede, and . De, Causal Relationships in Creative Problem Solving: Comparing Facilitation Interventions for Ideation, Journal of Management Information Systems, vol.20, issue.4, pp.167-198, 2004.

B. Saunders, J. Sim, T. Kingstone, S. Baker, J. Waterfield et al., , 2018.

, Saturation in qualitative research: exploring its conceptualization and operationalization. Quality and Quantity, vol.52, pp.1893-1907

H. L. Schachter and R. Liu, Policy development and new immigrant communities: A case study of citizen input in defining transit problems, Public Administration Review, vol.65, issue.5, pp.614-621, 2005.

B. Schoettle and M. Sivak, A survey of public opinion about autonomous and self-driving vehicles in the, 2014.

T. Schwanen, Sociotechnical transition in the transport system, Moving Towards Low Carbon Mobility, pp.231-254, 2013.

E. Sdoukopoulos, P. Kose, A. Gal-tzur, M. Mezghani, M. Boile et al., Assessment of Urban Mobility Needs, Gaps and Priorities in Mediterranean Partner Countries, Transportation Research Procedia, vol.14, pp.1211-1220, 2016.

J. Shah, Metrics for measuring ideation effectiveness, Design Studies, vol.24, issue.2, pp.111-134, 2003.

J. Shah, S. Kulkarni, and N. Vargas-hernandez, Evaluation of Idea Generation Methods for Conceptual Design: Effectiveness Metrics and Design of Experiments, Journal of Mechanical Design, 2000.

T. Sharon, It's Our Research-Getting Stakeholder buy-in for user-experience research projects. It's Our Research, 2012.

E. Simmons, The usage model a structure for richly describing product usage during design and development, 2005.

A. H. Simon, The new science of management decision, 1960.

S. , Pour une mobilité durable, 2018.

R. L. Solomon, An extension of control group design, Psychological Bulletin, vol.46, issue.2, pp.137-150, 1949.

L. Sopjani, J. J. Stier, and S. Ritzén, User involvement in disruptive innovation-A study on users of a light electric vehicle sharing system, Proceedings of the 23rd Innovation and Product Development Management Conference, 2016.

A. Spickermann, V. Grienitz, and . Gracht, Heading towards a multimodal city of the future?. Multi-stakeholder scenarios for urban mobility, Technological Forecasting and Social Change, vol.89, pp.201-221, 2013.

J. Spyridakis, B. Goble, M. Garner, M. Haselkorn, and W. Barfield, Designing and implementing a PC-based, graphical, interactive, real-time advanced traveler information system that meets commuter needs, Vehicle Navigation and Information Systems Conference, pp.1045-1048, 1991.

D. Stead, Identifying Key Research Themes for Sustainable Urban Mobility, International Journal of Sustainable Transportation, vol.8318, issue.1, pp.1-8, 2016.

M. Steen, Tensions in human-centred design, CoDesign, vol.7, issue.1, pp.45-60, 2011.

L. Steg and R. Gifford, Sustainable transportation and quality of life, Journal of Transport Geography, issue.1, pp.59-69, 2005.

M. Stiglic, N. Agatz, M. Savelsbergh, and M. Gradisar, The benefits of meeting points in ridesharing systems, Transportation Research Part B: Methodological, vol.82, pp.36-53, 2015.

E. Stolterman, The nature of design practice and implications for interaction design research, International Journal of Design, vol.2, issue.1, pp.55-65, 2008.

S. G. Stradling, J. Anable, and M. Carreno, Performance, importance and user disgruntlement: A six-step method for measuring satisfaction with travel modes, Transportation Research Part A: Policy and Practice, vol.41, issue.1, pp.98-106, 2007.

A. Strauss and J. Corbin, Sage publications, Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory. Second Edition, vol.2, 1998.

Y. O. Susilo and O. Cats, Exploring key determinants of travel satisfaction for multi-modal trips by different traveler groups, Transportation Research Part A: Policy and Practice, vol.67, pp.366-380, 2014.

Y. O. Susilo, O. Cats, M. Diana, G. R. Hrin, and A. Woodcock, Implementing a Behavioural Pilot Survey for the Stage-based Study of the whole Journey Traveller Experience, Transportation Research Procedia, vol.11, pp.172-184, 2015.

J. Sussman, S. Sgouridis, and J. Ward, New Approach to Transportation Planning for the 21st Century: Regional Strategic Transportation Planning as a Complex Large-Scale Integrated Open System, Transportation Research Record: Journal of the Transportation Research Board, issue.1, pp.89-98, 1931.

J. C. Sutton, Transport innovation and passenger needs-changing perspectives on the role of dial-a-ride systems: Foreign summaries, Transport Reviews, vol.7, issue.2, pp.167-182, 1987.

N. Talbert, Toward human-centered systems, IEEE Computer Graphics and Applications, vol.17, issue.4, pp.21-28, 1997.

R. Talbot, L. Rackliff, C. Nicolle, M. Maguire, and R. Mallaband, Journey to work: Exploring difficulties, solutions, and the impact of aging, International Journal of Sustainable Transportation, vol.10, issue.6, pp.541-551, 2016.

K. C. Tang and . Davis, Critical factors in the determination of focus group size, Family Practice, vol.12, issue.4, pp.474-475, 1995.

T. Smith and K. , Needs Analysis: Or, How Do You Capture, Represent, and Validate User Requirements in a Formal Manner/ Notation before Design, Human Factors and Ergonomics in Consumer Product Design, pp.415-427, 2011.

L. Tay, L. Kuykendall, and E. Diener, Global Handbook of Quality of Life: Exploration of WellBeing of Nations and Continents, pp.839-853, 2015.

, Taxicab trip records of NYC taxi and limousine, References, vol.138, 2017.

T. Tomiyama, P. Gu, Y. Jin, D. Lutters, C. Kind et al., Design methodologies: Industrial and educational applications, CIRP Annals-Manufacturing Technology, vol.58, issue.2, pp.543-565, 2009.

T. , Types of Transmissions and How They Work, 2015.

B. Tyl, J. Legardeur, D. Millet, and F. Vallet, A comparative study of ideation mechanisms used in eco-innovation tools, Journal of Engineering Design, vol.25, pp.325-345, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01113977

G. Ullman and J. Schroeder, Mitigating Work Zone Safety and Mobility Challenges through Intelligent Transportation Systems-Case studies, p.1, 2014.

U. , United Nations-Department of Economic & Social Affairs, 2014.

, The World's Cities in 2016-Data Booklet, United Nations, 2016.

J. Urry, Sociology Beyond Societies: Mobilities for the twenty-first century, Journal of Aging Studies, vol.23, 2000.

V. , L'état du trafic en Ile, 2014.

,. Van-audenhove, O. Koriichuk, L. Dauby, and J. Pourbarx, The Future of Urban Mobility 2.0: Imperatives to Shape Extended Mobility Ecosystems of Tomorrow, pp.1-72, 2014.

L. Van-den-berg, E. Braun, . Van-der, and J. Meer, National Policy Responses to Urban Challenges in Europe, 2007.

M. Van-hagen and P. Bron, Enhancing the Experience of the Train Journey: Changing the Focus from Satisfaction to Emotional Experience of Customers, Transportation Research Procedia, vol.1, issue.1, pp.253-263, 2014.

W. N. Venables and B. D. Ripley, Tree-Based Methods, Modern Applied Statistics with S, pp.251-269, 2002.

P. A. Verhaegen, D. Vandevenne, J. Peeters, and J. R. Duflou, Refinements to the variety metric for idea evaluation, Design Studies, vol.34, issue.2, pp.243-263, 2013.

S. Vincent-geslin, V. Kaufmann, and E. Ravalet, Réversibilités spatiales, réversibilités sociales ? Sociologies, 2016.

E. Von-hippel, Democratizing innovation: The evolving phenomenon of user innovation, Journal Fur Betriebswirtschaft, vol.55, issue.1, pp.63-78, 2005.

V. Hippel and E. , Lead Users: A Source of Novel Product Concepts, Management Science, pp.791-805, 1986.

R. Vosooghi, J. Kamel, J. Puchinger, V. Leblond, and M. Jankovic, Robo-Taxi Service Fleet Sizing: Assessing the Impact of User Trust and Willingness to Use, 98th Annual Meeting of the Transportation Research Board, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01940330

D. Vrande, R. Studer, E. Koreferent, J. A. Hendler, Z. Koreferent et al., Ontology Evaluation. Handbook on Ontologies, vol.16, pp.251-274, 2010.

K. Vredenburg, J. Mao, P. W. Smith, and T. Carey, A survey of user-centered design practice, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems Changing Our World, Changing Ourselves-CHI '02, p.471, 2002.

M. Wachs, Women's Travel Issues-Creating Knowledge, Improving Policy, and Making Change. In Women's issues in transportation, vol.1, pp.41-49, 2011.

J. Walker, Human Transit: How Clearer Thinking about Public Transit Can Enrich Our References 139, 2012.

O. Communities and . Lives,

S. Wartzack, T. Vietor, A. Sevtsuk, and J. Hartley, Design and Mobility: Call for a Thematic Collection of Articles for the, Design Science Journal. Design Science, p.1, 2017.

W. , Methodology and indicator calculation method for Sustainable Urban Mobility, 2015.

R. Webb, X. Bai, M. S. Smith, R. Costanza, D. Griggs et al., , 2018.

, Sustainable urban systems: Co-design and framing for transformation, Ambio, vol.47, issue.1, pp.57-77

M. Wegener, The future of mobility in cities: Challenges for urban modelling, Transport Policy, vol.29, pp.275-282, 2013.

. Wesawit, Quelle est la vitesse moyenne à vélo, 2013.

W. , Health effects of transport-related air pollution, 2005.

A. Woodcock, N. Berkeley, O. Cats, Y. Susilo, G. Hrin et al., Measuring quality across the whole journey, Contemporary Ergonomics and Human Factors, pp.316-323, 2014.

A. Woodcock, J. Osmond, G. R. Hrin, O. Papadopoulou, O. Cats et al., Deconstructing the Whole Journey Traveler Experience, 5th International Conference on Applied Human Factors and Ergonomics AHFE, pp.4407-4415, 2014.

A. Woodcock, S. Topolavic, and J. Osmond, The Multi-faceted Public Transport Problems Revealed by a Small Scale Transport Study, Advances in human aspects of road and rail transportation, pp.321-330, 2013.

B. Yannou, Supporting need seeker innovation : the Radical Innovation Design (RID) methodology, 2015.

B. Yannou, F. Cluzel, and R. Farel, Capturing the relevant problems leading to pain-and usagedriven innovations: The Dependency Structure Modeling Value Bucket algorithm, Concurrent Engineering, 2016.

B. Yannou, Y. Leroy, and M. Jankovic, Observations from radical innovation projects considering the company context, Journal of Mechanical Design, vol.135, issue.2, pp.1-21, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01152298

I. Young, Mental Models, Aligning Design Strategy with Human Behavior, 2008.

K. Zavitsas, I. Kaparias, M. Tomassini, C. Of, and N. Descriptors, Transport problems in cities. Coordination Of Network Descriptors for Urban Intelligent Transport Systems (CONDUITS), 2010.

J. Zmud, I. N. Sener, and J. Wagner, Consumer Acceptance and Travel Behavior Impacts of Automated Vehicles Final Report Consumer Acceptance and Travel Behavior Impacts of Automated Vehicles.-The journey is very short-I am a student on a campus, the SAVS is not yet relevant for me-There is a time to get in the vehicle. Personal publications Personal publications For an up-to-date list of these publications, 2016.

A. Maghraoui, O. Vallet, F. Puchinger, J. Yannou, and B. , Modeling traveler experience for designing urban mobility systems, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02017696

A. Maghraoui, O. Vallet, F. Millonig, A. Puchinger, J. Yannou et al., Understanding urban travel problems: A grounded theory approach

A. Maghraoui, O. Vallet, F. Puchinger, J. Yannou, and B. , Stimulating usage problem generation: An urban mobility case study. (Under revision in, Design Studies Journal) International conferences

A. Maghraoui, O. Vallet, F. Puchinger, J. Yannou, and B. , Framing key concepts to design a human centered urban mobility system, International Conference on Engineering Design (ICED17), vol.3, pp.91-100, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01526780

A. Maghraoui, O. Vallet, F. Puchinger, J. Yannou, and B. , Un cadre conceptuel pour concevoir le système de mobilité urbaine, Congrès International de Génie Industriel, CIGI17, 2017.

A. Maghraoui, O. Vosooghi, R. Mourad, A. Kamel, J. Puchinger et al., Shared Autonomous Vehicle Services and User's Taste Variation: A Survey and Model Applications, 2019.