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This paper makes a new attempt to explore the effects of personalised AVs as a novel approach to the cognitive underpinnings of drivers\u2019 trust in AVs. The personalised AV system is able to identify the driving behaviours of users and thus adapt the driving style of the AV accordingly. A prototype of a personalised AV was designed and evaluated in a lab-based experimental study of 36 human drivers, which investigated the impact of the personalised AV on user trust when compared with manual human driving and non-personalised AVs. The findings show that a personalised AV appears to be significantly more reliable through accepting and understanding each driver\u2019s behaviour, which could thereby increase a user\u2019s willingness to trust the system. Furthermore, a personalised AV brings a sense of familiarity by making the system more recognisable and easier for users to estimate the quality of the automated system. Personalisation parameters were also explored and discussed to support the design of AV systems to be more socially acceptable and trustworthy.<\/jats:p>","DOI":"10.1007\/s12559-020-09757-x","type":"journal-article","created":{"date-parts":[[2020,9,1]],"date-time":"2020-09-01T08:02:51Z","timestamp":1598947371000},"page":"1170-1186","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":85,"title":["Exploring Personalised Autonomous Vehicles to Influence User Trust"],"prefix":"10.1007","volume":"12","author":[{"given":"Xu","family":"Sun","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6758-0084","authenticated-orcid":false,"given":"Jingpeng","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pinyan","family":"Tang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siyuan","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangjun","family":"Peng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao Nan","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingfeng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,9,1]]},"reference":[{"issue":"4","key":"9757_CR1","doi-asserted-by":"crossref","first-page":"556","DOI":"10.1037\/0033-2909.126.4.556","volume":"126","author":"MD Alicke","year":"2000","unstructured":"Alicke MD. 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