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Designing for Collaborative Non-Driving Related Activities in Future Cars: Fairness and Team Performance

Published: 13 September 2023 Publication History
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  • Abstract

    With the gradual transition towards assisted and automated driving, the car will transform into a more social environment where passengers and drivers engage in Non-Driving-Related Activities (NDRA). To support collaboration among occupants in future vehicles, research suggests interactive systems controlled by several users at once. In this paper, we explore five concepts for the collaborative performance of NDRA with the use-case of music playlist creation. While prior work investigated the effect on social connectedness, we expand insights towards team performance and fairness. Results from a mixed-subject experiment (N=27) show that the concepts have major consequences on team performance and fairness. Certain concepts can promote or hinder coordination effectiveness and, in turn, impact intra-vehicular collaboration. Our observations also indicate that fairness is key to fostering social collaboration in AVs, while it does not naturally define a high team performance. Subsequently, we provide recommendations to guide future designs of collaborative NDRAs in vehicles.

    References

    [1]
    Leonard M. Ah Kun and Gary Marsden. 2007. Co-Present Photo Sharing on Mobile Devices. In Proceedings of the 9th International Conference on Human Computer Interaction with Mobile Devices and Services (Singapore) (MobileHCI '07). Association for Computing Machinery, New York, NY, USA, 277--284. https://doi.org/10.1145/1377999.1378019
    [2]
    E. Altendorf, M. Baltzer, Y. Canpolat, D. Lopez, C. Schreck, G. Weßel, and F. Flemisch. 2016. Automated Driving using Shared and Cooperative Guidance and Control: Revisiting past Research with a new Model. IFAC-PapersOnLine 49, 19 (2016), 165--170. https://doi.org/10.1016/j.ifacol.2016.10.480
    [3]
    Veeris Ammarapala and James T. Luxhøj. 2007. A Collaborative Multi-criteria Decision Making Technique for Risk Factor Prioritization. Journal of Risk Research 10, 4 (2007), 465--485. https://doi.org/10.1080/13669870701421563
    [4]
    Alessio Benavoli, Giorgio Corani, and Francesca Mangili. 2015. Should we really use post-hoc tests based on mean-ranks? Journal of Machine Learning Research 17, 1 (2015), 152--161.
    [5]
    Melanie Berger, Bahareh Barati, Bastian Pfleging, and Regina Bernhaupt. 2022. Design for Social Control of Shared Media: A Comparative Study of Five Concepts. In Nordic Human-Computer Interaction Conference (Aarhus, Denmark)(NordiCHI '22). Association for Computing Machinery, New York, NY, USA, Article 14, 13 pages. https://doi.org/10. 1145/3546155.3546694
    [6]
    Melanie Berger, Debargha Dey, Aditya Dandekar, Bahareh Barati, Regina Bernhaupt, and Bastian Pfleging. 2022. Together in the Car: A Comparison of Five Concepts to Support Driver-Passenger Collaboration. In Proceedings of the 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (Seoul, Republic of Korea) (AutomotiveUI '22). Association for Computing Machinery, New York, NY, USA, 183--194. https://doi.org/10. 1145/3543174.3544940
    [7]
    Melanie Berger, Anil Eranil, Regina Bernhaupt, and Bastian Pfleging. 2021. InShift: A Shifting Infotainment System to Enhance Co-Driver Experience and Collaboration. In 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (Leeds, United Kingdom) (AutomotiveUI '21 Adjunct). Association for Computing Machinery, New York, NY, USA, 10--15. https://doi.org/10.1145/3473682.3480254
    [8]
    Melanie Berger, Bastian Pfleging, and Regina Bernhaupt. 2021. Designing for a Convenient In-Car Passenger Experience: A Repertory Grid Study. In Human-Computer Interaction -- INTERACT 2021, Carmelo Ardito, Rosa Lanzilotti, Alessio Malizia, Helen Petrie, Antonio Piccinno, Giuseppe Desolda, and Kori Inkpen (Eds.). Springer International Publishing, Cham, 117--139. https://doi.org/10.1007/978--3-030--85616--8_9
    [9]
    BMW. 2001. BMW präsentiert Navigationssystem mit Splitscreen. BMW. Retrieved May 14, 2021 from https://www.press.bmwgroup.com/switzerland/article/detail/T0033629DE/bmw-praesentiert-navigationssystem-mit-splitscreen?language=de
    [10]
    BMW AG. 2017. NAVIGATION, ENTERTAINMENT,COMMUNICATION. OWNER'S MANUAL. BMW AG. Retrieved April 09, 2022 from https://loopmein.imgix.net/vehicle-documents/ec4db06d-e5af-477e-b191-a893f7f6f8ed.pdf
    [11]
    Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative Research in Psychology 3, 2 (2006), 77--101. https://doi.org/10.1191/1478088706qp063oa
    [12]
    John Brooke. 1996. SUS: A 'Quick and Dirty' Usability Scale. In Usability Evaluation in Industry, Patrick W. Jordan, B.Thomas, Ian Lyall McClelland, and Bernard Weerdmeester (Eds.). Taylor & Francis, London, UK, Chapter 21, 189--194.
    [13]
    Dermot Browne, Peter Totterdell, and Mike Norman. 1990. Adaptive user interfaces. Academic Press LTD., London, UK.
    [14]
    Gary Burnett. 2008. Designing and Evaluating In-Car User Interfaces. In Handbook of Research on User-Interface Design and Evaluation for Mobile Technology, Idea Group Inc. IGI Global, 217--235. https://doi.org/10.4018/978--1--59904--871-0.ch014
    [15]
    Oliver Carsten and A. Hamish Jamson. 2011. Chapter 7 - Driving Simulators as Research Tools in Traffic Psychology. In Handbook of Traffic Psychology, Bryan E. Porter (Ed.). Academic Press, San Diego, 87--96. https://doi.org/10.1016/B978-0-12--381984-0.10007--4
    [16]
    Pablo Cesar and David Geerts. 2017. Social Interaction Design for Online Video and Television. In Handbook of Digital Games and Entertainment Technologies, Ryohei Nakatsu, Matthias Rauterberg, and Paolo Ciancarini (Eds.). Springer, Singapore, 1157--1193. https://doi.org/10.1007/978--981--4560--50--4_39
    [17]
    Henrik Detjen, Sarah Faltaous, Bastian Pfleging, Stefan Geisler, and Stefan Schneegass. 2021. How to Increase Automated Vehicles' Acceptance through In-Vehicle Interaction Design: A Review. International Journal of Human--Computer Interaction 37, 4 (2021), 308--330. https://doi.org/10.1080/10447318.2020.1860517
    [18]
    Henrik Detjen, Bastian Pfleging, and Stefan Schneegass. 2020. A Wizard of Oz Field Study to Understand Non-Driving-Related Activities, Trust, and Acceptance of Automated Vehicles. In 12th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (Virtual Event, DC, USA) (AutomotiveUI '20). Association for Computing Machinery, New York, NY, USA, 19--29. https://doi.org/10.1145/3409120.3410662
    [19]
    Paul Dourish and Victoria Bellotti. 1992. Awareness and Coordination in Shared Workspaces. In Proceedings of the 1992 ACM Conference on Computer-Supported Cooperative Work (Toronto, Ontario, Canada) (CSCW '92). Association for Computing Machinery, New York, NY, USA, 107--114. https://doi.org/10.1145/143457.143468
    [20]
    Eurostat. 2021. Average household size - EU-SILC survey. Eurostat. Retrieved September 09, 2021 from https: //appsso.eurostat.ec.europa.eu/nui/show.do?dataset=ilc_lvph01&lang=en
    [21]
    Ute Fischer and Kathleen Mosier. 2014. The Impact of Communication Delay and Medium on Team Performance and Communication in Distributed Teams. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 58 (2014), 115--119. https://doi.org/10.1177/1541931214581025
    [22]
    Helen Fitt, Angela Curl, Maria Rita Dionisio, Annabel Ahuriri-Driscoll, and Eric Pawson. 2019. Considering the wellbeing implications for an ageing population of a transition to automated vehicles. Research in Transportation Business & Management 30 (2019), 100382. https://doi.org/10.1016/j.rtbm.2019.100382
    [23]
    Frank Flemisch, Matthias Heesen, Tobias Hesse, Johann Kelsch, Anna Schieben, and Johannes Beller. 2011. Towards a dynamic balance between humans and automation: authority, ability, responsibility and control in shared and cooperative control situations. Cognition, Technology & Work 14 (2011), 3--18. https://doi.org/10.1007/s10111-011-0191--6
    [24]
    Eva Fraedrich, Sven Beiker, and Barbara Lenz. 2015. Transition pathways to fully automated driving and its implications for the sociotechnical system of automobility. European Journal of Futures Research 3, 11 (2015), 179--199. https: //doi.org/10.1007/s40309-015-0067--8
    [25]
    Magdalena Gärtner, Alexander Meschtscherjakov, Bernhard Maurer, David Wilfinger, and Manfred Tscheligi. 2014. "Dad, Stop Crashing My Car!": Making Use of Probing to Inspire the Design of Future In-Car Interfaces. In Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (Seattle, WA, USA) (AutomotiveUI '14). Association for Computing Machinery, New York, NY, USA, 1--8. https://doi.org/10.1145/ 2667317.2667348
    [26]
    Google.com. 2020. New ways to get around with Google Maps on iOS. Google. Retrieved May 14, 2021 from https://blog.google/products/maps/new-ways-get-around-google-maps-ios/
    [27]
    Nicole Gridling, Alexander Meschtscherjakov, and Manfred Tscheligi. 2012. I Need Help! Exploring Collaboration in the Car. In Proceedings of the ACM 2012 Conference on Computer Supported Cooperative Work Companion (Seattle, Washington, USA) (CSCW '12). Association for Computing Machinery, New York, NY, USA, 87--90. https://doi.org/10. 1145/2141512.2141549
    [28]
    Jonathan Grudin. 1994. Computer-Supported Cooperative Work: History and Focus. Computer 27, 5 (1994), 19--26. https://doi.org/10.1109/2.291294
    [29]
    Carl Gutwin and Saul Greenberg. 2002. A Descriptive Framework of Workspace Awareness for Real-Time Groupware. Computer Supported Cooperative Work (CSCW) 11, 3 (2002), 411--446. https://doi.org/10.1023/A:1021271517844
    [30]
    Dr. Ing. h.c. F. Porsche AG. 2022. Taycan. Dr. Ing. h.c. F. Porsche AG. Retrieved September 12, 2022 from https: //www.porsche.com/international/models/taycan/taycan-models/taycan/
    [31]
    Tobias Hecht, Emilia Darlagiannis, and Klaus Bengler. 2020. Non-driving Related Activities in Automated Driving --An Online Survey Investigating User Needs. In Human Systems Engineering and Design II, IHSED 2019, Tareq Ahram, Waldemar Karwowski, Stefan Pickl, and Redha Taiar (Eds.). Springer, Cham, 182--188. https://doi.org/10.1007/978--3-030-27928--8_28
    [32]
    Otmar Hilliges, Lucia Terrenghi, Sebastian Boring, David Kim, Hendrik Richter, and Andreas Butz. 2007. Designing for Collaborative Creative Problem Solving. In Proceedings of the 6th ACM SIGCHI Conference on Creativity and Cognition (Washington, DC, USA) (C&C '07). Association for Computing Machinery, New York, NY, USA, 137--146. https://doi.org/10.1145/1254960.1254980
    [33]
    Mark R. Isaac and James M. Walker. 1988. Group Size Effects in Public Goods Provision: The Voluntary Contributions Mechanism. The Quarterly Journal of Economics 103, 1 (1988), 179--199. https://doi.org/10.2307/1882648
    [34]
    William Jang, Adil Chhabra, and Aarathi Prasad. 2017. Enabling Multi-User Controls in Smart Home Devices. In Proceedings of the 2017 Workshop on Internet of Things Security and Privacy (Dallas, Texas, USA) (IoTS & P '17). Association for Computing Machinery, New York, NY, USA, 49--54. https://doi.org/10.1145/3139937.3139941
    [35]
    Helene Joffe and Lucy Yardley. 2004. Content and Thematic Analysis. In Research Methods for Clinical and Health Psychology, David F. Marks and Lucy Yardley (Eds.). SAGE Publications, Ltd, London, 56--68. https://doi.org/10.4135/ 9781849209793
    [36]
    Saif A. Al Khamissi and Bastian Pfleging. 2019. User Expectations and Implications for Designing the User Experience of Shared Vehicles. In Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: Adjunct Proceedings (Utrecht, Netherlands) (AutomotiveUI '19). Association for Computing Machinery, New York, NY, USA, 130--134. https://doi.org/10.1145/3349263.3351913
    [37]
    Aniket Kittur, Bongwon Suh, Bryan A. Pendleton, and Ed H. Chi. 2007. He Says, She Says: Conflict and Coordination in Wikipedia. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (San Jose, California, USA)(CHI '07). Association for Computing Machinery, New York, NY, USA, 453--462. https://doi.org/10.1145/1240624.1240698
    [38]
    Michael Koch and Tom Gross. 2006. Computer-supported cooperative work - Concepts and trends. In AIM 2006 -Information Systems and Collaboration: State of the Art and Perspectives, Best Papers of the 11th International Conference of the Association Information and Management (AIM), Luxembourg, June 8--9, 2006, Fernand Feltz, Benoît Otjacques, Andreas Oberweis, and Nicolas Poussing (Eds.). Gesellschaft für Informatik e.V., Bonn, 165--172. https://dl.gi.de/20.500. 12116/23754
    [39]
    Ouren X Kuiper, Jelte E Bos, and Cyriel Diels. 2018. Looking forward: In-vehicle auxiliary display positioning affects carsickness. Applied Ergonomics 68 (2018), 169--175. https://doi.org/10.1016/j.apergo.2017.11.002
    [40]
    Richard Lee and Steven Robbins. 1995. Measuring Belongingness: The Social Connectedness and the Social Assurance Scales. Journal of Counseling Psychology 42 (1995), 232--241. https://doi.org/10.1037/0022-0167.42.2.232
    [41]
    Szu-Yu (Cyn) Liu, Brian A. Smith, Rajan Vaish, and Andrés Monroy-Hernández. 2022. Understanding the Role of Context in Creating Enjoyable Co-Located Interactions. Proceedings of the ACM on Human-Computer Interactio 6, CSCW1, Article 131 (apr 2022), 26 pages. https://doi.org/10.1145/3512978
    [42]
    George M Marakas. 1998. Decision support systems in the 21st century. Vol. 01. Prentice Hall, Upper Saddle River, NJ.
    [43]
    Bernhard Maurer, Sandra Trösterer, Magdalena Gärtner, Martin Wuchse, Axel Baumgartner, Alexander Meschtscher-jakov, David Wilfinger, and Manfred Tscheligi. 2014. Shared Gaze in the Car: Towards a Better Driver-Passenger Collaboration. In Adjunct Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (Seattle, WA, USA) (AutomotiveUI '14). Association for Computing Machinery, New York, NY, USA, 1--6. https://doi.org/10.1145/2667239.2667274
    [44]
    Mark McGill, John Williamson, and Stephen A. Brewster. 2014. How to Lose Friends & Alienate People: Sharing Control of a Single-User TV System. In Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video (Newcastle Upon Tyne, United Kingdom) (TVX '14). Association for Computing Machinery, New York, NY, USA, 147--154. https://doi.org/10.1145/2602299.2602318
    [45]
    Mercedes-Benz AG. 2020. Inspired by the future: The VISION AVTR. Mercedes-Benz AG. Retrieved August 029, 2022 from https://www.mercedes-benz.com/en/innovation/concept-cars/vision-avtr/
    [46]
    Alexander Meschtscherjakov, Nicole Perterer, Sandra Trösterer, Alina Krischkowsky, and Manfred Tscheligi. 2017. The Neglected Passenger-How Collaboration in the Car Fosters Driving Experience and Safety. In Automotive User Interfaces: Creating Interactive Experiences in the Car, Gerrit Meixner and Christian Müller (Eds.). Springer, Cham, 187--213. https://doi.org/10.1007/978--3--319--49448--7_7
    [47]
    Alexander Meschtscherjakov, David Wilfinger, Thomas Scherndl, and Manfred Tscheligi. 2009. Acceptance of Future Persuasive In-Car Interfaces towards a More Economic Driving Behaviour. In Proceedings of the 1st International Conference on Automotive User Interfaces and Interactive Vehicular Applications (Essen, Germany) (AutomotiveUI '09). Association for Computing Machinery, New York, NY, USA, 81--88. https://doi.org/10.1145/1620509.1620526
    [48]
    Meredith Ringel Morris, Anqi Huang, Andreas Paepcke, and Terry Winograd. 2006. Cooperative Gestures: Multi-User Gestural Interactions for Co-Located Groupware. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Montréal, Québec, Canada) (CHI '06). Association for Computing Machinery, New York, NY, USA, 1201--1210. https://doi.org/10.1145/1124772.1124952
    [49]
    Meredith Ringel Morris, Kathy Ryall, Chia Shen, Clifton Forlines, and Frederic Vernier. 2004. Beyond "Social Protocols": Multi-User Coordination Policies for Co-Located Groupware. In Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work (Chicago, Illinois, USA) (CSCW '04). Association for Computing Machinery, New York, NY, USA, 262--265. https://doi.org/10.1145/1031607.1031648
    [50]
    Dennis C. Neale, John M Carroll, and Mary Beth Rosson. 2004. Evaluating Computer-Supported Cooperative Work: Models and Frameworks. In Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work (Chicago, Illinois, USA) (CSCW '04). Association for Computing Machinery, New York, NY, USA, 112--121. https://doi.org/10. 1145/1031607.1031626
    [51]
    Verena Nitsch, Alexander Mertens, Jens Heitland, and Vanessa Sauer. 2019. Exploring the concept of passenger well-being in the context of automated driving. International Journal of Human Factors and Ergonomics 6 (01 2019), 227. https://doi.org/10.1504/IJHFE.2019.10026321
    [52]
    Michael O'Brien. 2011. Equality and fairness: Linking social justice and social work practice. Journal of Social Work 11, 2 (2011), 143--158. https://doi.org/10.1177/1468017310386834
    [53]
    Kenton O'Hara, Matthew Lipson, Marcel Jansen, Axel Unger, Huw Jeffries, and Peter Macer. 2004. Jukola: Democratic Music Choice in a Public Space. In Proceedings of the 5th Conference on Designing Interactive Systems: Processes, Practices, Methods, and Techniques (Cambridge, MA, USA) (DIS '04). Association for Computing Machinery, New York, NY, USA, 145--154. https://doi.org/10.1145/1013115.1013136
    [54]
    Ryosuke Okuda, Yuki Kajiwara, and Kazuaki Terashima. 2014. A survey of technical trend of ADAS and autonomous driving. In Proceedings of Technical Program - 2014 International Symposium on VLSI Technology, Systems and Application, VLSI-TSA 2014. IEEE, Hsinchu, Taiwan, 4 pages. https://doi.org/10.1109/VLSI-TSA.2014.6839646
    [55]
    On-Road Automated Driving (ORAD) committee. 2021. Taxonomy and Definitions for Terms Related to Driving Automation Systems-J3016. Technical Report. https://doi.org/10.4271/J3016_202104
    [56]
    Ravi Paul, John R. Drake, and Huigang Liang. 2016. Global Virtual Team Performance: The Effect of Coordination Effectiveness, Trust, and Team Cohesion. IEEE Transactions on Professional Communication 59, 3 (2016), 186--202. https://doi.org/10.1109/TPC.2016.2583319
    [57]
    Bastian Pfleging. 2017. Automotive User Interfaces for the Support of Non-Driving-Related Activities. Ph.D. Dissertation. University of Stuttgart, Stuttgart, Germany. https://doi.org/10.18419/opus-9090
    [58]
    Bastian Pfleging, Maurice Rang, and Nora Broy. 2016. Investigating User Needs for Non-Driving-Related Activities during Automated Driving. In Proceedings of the 15th International Conference on Mobile and Ubiquitous Multimedia (Rovaniemi, Finland) (MUM '16). Association for Computing Machinery, New York, NY, USA, 91--99. https://doi.org/ 10.1145/3012709.3012735
    [59]
    Katrin Plaumann, David Lehr, and Enrico Rukzio. 2016. Who Has the Force? Solving Conflicts for Multi User Mid-Air Gestures for TVs. In Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video (Chicago, Illinois, USA) (TVX '16). Association for Computing Machinery, New York, NY, USA, 25--29. https://doi.org/10.1145/2932206.2932208
    [60]
    Yvonne Rogers and Tom Rodden. 2003. Configuring Spaces and Surfaces to Support Collaborative Interactions. In Public and Situated Displays: Social and Interactional Aspects of Shared Display Technologies, Kenton O'Hara, Mark Perry, Elizabeth Churchill, and Daniel Russell (Eds.). Springer, Dordrecht, 45--79. https://doi.org/10.1007/978--94-017--2813--3_3
    [61]
    Karen S. Rook. 1987. Social support versus companionship: effects on life stress, loneliness, and evaluations by others. Journal of Personality and Social Psychology 52, 6 (1987), 1132--1147. https://doi.org/10.1037/0022--3514.52.6.1132
    [62]
    Nikol Rummel and Hans Spada. 2005. Learning to Collaborate: An Instructional Approach to Promoting Collaborative Problem Solving in Computer-Mediated Settings. The Journal of the Learning Sciences 14 (04 2005), 201--241. https: //doi.org/10.1207/s15327809jls1402_2
    [63]
    Gavriel Salomon and Tamar Globerson. 1989. When teams do not function the way they ought to. International Journal of Educational Research 13, 1 (1989), 89--99. https://doi.org/10.1016/0883-0355(89)90018--9
    [64]
    Luc-Laurent Salvador. 1997. Assimilation, Imitation and the Elementary Social Fact. Towards a Definition of Social Interactions. Working notes of Socially Intelligent Agents Workshop AAAI Fall Symposium Serie (1997), 115--117.
    [65]
    Vanessa Sauer, Alexander Mertens, Stefan Groß, Jens Heitland, and Verena Nitsch. 2022. Designing Automated Vehicle Interiors for Different Cultures: Evidence From China, Germany, and the United States. Ergonomics in Design 30, 3 (2022), 16--22. https://doi.org/10.1177/1064804620966158 arXiv:https://doi.org/10.1177/1064804620966158
    [66]
    Vanessa Sauer, Alexander Mertens, Jens Heitland, and Verena Nitsch. 2021. Designing for Trust and Well-Being: Identifying Design Features of Highly Automated Vehicles. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (Yokohama, Japan) (CHI EA '21). Association for Computing Machinery, New York, NY, USA, Article 319, 7 pages. https://doi.org/10.1145/3411763.3451656
    [67]
    Martin Schrepp, Andreas Hinderks, and Jörg Thomaschewski. 2017. Design and Evaluation of a Short Version of the User Experience Questionnaire (UEQ-S). International Journal of Interactive Multimedia and Artificial Intelligence 4, 6 (2017), 6 pages. https://doi.org/10.9781/ijimai.2017.09.001
    [68]
    Michael Sivak and Brandon Schoettle. 2015. Motion sickness in self-driving vehicles. Technical Report. University of Michigan, Ann Arbor, Transportation Research Institute. https://deepblue.lib.umich.edu/bitstream/handle/2027.42/ 111747/103189.pdf
    [69]
    James Tam and Saul Greenberg. 2006. A Framework for Asynchronous Change Awareness in Collaborative Documents and Workspaces. International Journal of Human-Computer Studies 64, 7 (2006), 583--598. https://doi.org/10.1016/j. ijhcs.2006.02.004
    [70]
    Alarith Uhde, Nadine Schlicker, Dieter P. Wallach, and Marc Hassenzahl. 2020. Fairness and Decision-Making in Collaborative Shift Scheduling Systems. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (Honolulu, HI, USA) (CHI '20). Association for Computing Machinery, New York, NY, USA, 1--13. https: //doi.org/10.1145/3313831.3376656
    [71]
    United States Department of Transportation. 2021. Daily Passenger Travel. United States Department of Transporta-tion. Retrieved September 09, 2021 from https://www.bts.gov/archive/publications/highlights_of_the_2001_national_ household_travel_survey/section_02
    [72]
    Volvo Car Corporation. 2020. 360c. Volvo Car Corporation. Retrieved April 01, 2022 from https://www.volvocars.com/nl/v/cars/concept-models/360c
    [73]
    Morgan Ward, Joseph Goodman, and Julie Irwin. 2013. The same old song: The power of familiarity in music choice. Marketing Letters 25 (2013), 1--11. https://doi.org/10.1007/s11002-013--9238--1
    [74]
    Maria M Wong and Mihály Csíkszentmihályi. 1991. Affiliation Motivation and Daily Experience: Some Issues on Gender Differences. Journal of Personality and Social Psychology 60 (1991), 154--164.

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    cover image Proceedings of the ACM on Human-Computer Interaction
    Proceedings of the ACM on Human-Computer Interaction  Volume 7, Issue MHCI
    MHCI
    September 2023
    1017 pages
    EISSN:2573-0142
    DOI:10.1145/3624512
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    This work is licensed under a Creative Commons Attribution International 4.0 License.

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    Published: 13 September 2023
    Published in PACMHCI Volume 7, Issue MHCI

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    Author Tags

    1. NDRA
    2. collaboration
    3. entertainment services
    4. fairness
    5. fully automated driving
    6. future cars
    7. in-car collaboration
    8. music playlist
    9. social interaction
    10. team performance

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