@inproceedings{17508a8dd7ca4b17b8f3c04bec91013d,
title = "Context-Aware Coproduction: Implications for Recommendation Algorithms",
abstract = "Coproduction is an important form of service exchange in local community where members perform and receive services among each other on non-profit basis. Local coproduction systems enhance community connections and re-energize neighborhoods but face difficulties matching relevant and convenient transaction opportunities. Context-aware recommendations can provide promising solutions, but are so far limited to matching spatio-temporal and static user contexts. By analyzing data from a transportation-share app during a 3-week study with 23 participants, we extend the design scope for context-aware recommendation algorithms to include important community-based parameters such as sense of community. We find that inter- and intra-relationships between spatio-temporal and community-based social contexts significantly impact users{\textquoteright} motivation to request or provide service. The results provide novel insights for designing context-aware recommendation algorithms for community coproduction services.",
author = "Jiawei Chen and Afsaneh Doryab and Hanrahan, {Benjamin Vincent} and Alaaeddine Yousfi and Jordan Beck and Xiying Wang and Victoria Bellotti and Dey, {Anind K.} and John Carroll",
year = "2019",
month = jan,
day = "1",
doi = "10.1007/978-3-030-15742-5_54",
language = "English (US)",
isbn = "9783030157418",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "565--577",
editor = "Martin, {Michelle H.} and Taylor, {Natalie Greene} and Bonnie Nardi and Caitlin Christian-Lamb",
booktitle = "Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings",
address = "Germany",
note = "14th International Conference on Information in Contemporary Society, iConference 2019 ; Conference date: 31-03-2019 Through 03-04-2019",
}