Bikesh Raj Upreti is a Lecturer in the Department of Business Information Systems at the University of Queensland (UQ) in Brisbane, Australia. He completed his doctoral degree from Aalto University School of Business, Helsinki. His doctoral dissertation, " Untangling the Application of Text-mining Methods in Information Systems Domain", focused on developing applications to uncover insights from the large-scale text data. After graduating, he continued as a postdoctoral researcher and visiting scholar at the Department of Information Service Management, Aalto Business school, before joining the University of Queensland.
Bikesh's research interests are in the areas of applied computational methods and quantitative inquiry of inter-disciplinary phenomena. He has applied advanced machine learning, deep learning and other analytical tools for large-scale behavioural and predictive analytics set in Information systems, marketing, finance, and political discourses. His work has been published in several journals (European Journal of Information systems, Industrial Marketing Management, Journal of Travel Research, Electronic Markets) and peer-reviewed conference proceedings (ICIS, HICSS, and Bled).
His work has won the inaugural edition of the Paper-at-hon competition at ICIS 2017, the Best paper award at the Bled conference 2019, and the nomination for the best paper award at HICSS 2020. He also actively serves as a reviewer for the journals such as (European Journal of Information systems, Decision Sciences, Internet research and Information & Management, and International Journal of Information Management) and conferences (ICIS, ECIS, HICSS, AMCIS, PACIS).
Journal Article: Big data for big insights: quantifying the adverse effect of air pollution on the tourism industry in China
Fan, Wenjie, Li, Yijing, Upreti, Bikesh Raj, Liu, Yong, Li, Hongxiu, Fan, Wei and Lim, Eric T. K. (2021). Big data for big insights: quantifying the adverse effect of air pollution on the tourism industry in China. Journal of Travel Research, 61 (8), 1947-1966. doi: 10.1177/00472875211047272
Journal Article: Is this company a lead customer? Estimating stages of B2B buying journey
Marvasti, Neda B., Huhtala, Juho-Petteri, Yousefi, Zeinab R., Vaniala, Iiro, Upreti, Bikesh, Malo, Pekka, Kaski, Samuel and Tikkanen, Henrikki (2021). Is this company a lead customer? Estimating stages of B2B buying journey. Industrial Marketing Management, 97, 126-133. doi: 10.1016/j.indmarman.2021.06.003
Journal Article: Online content match-making in B2B markets: application of neural content modeling
Upreti, Bikesh Raj, Huhtala, Juho-Petteri, Tikkanen, Henrikki, Malo, Pekka, Marvasti, Neda, Kaski, Samuel, Vaniala, Iiro and Mattila, Pekka (2021). Online content match-making in B2B markets: application of neural content modeling. Industrial Marketing Management, 93, 32-40. doi: 10.1016/j.indmarman.2020.12.012
Knowledge-driven approaches for financial news analytics
Upreti, Bikesh Raj, Back, Philipp Martin, Malo, Pekka, Ahlgren, Oskar and Sinha, Ankur (2019). Knowledge-driven approaches for financial news analytics. Network Theory and Agent-Based Modeling in Economics and Finance. (pp. 375-404) edited by Anindya S. Chakrabarti, Lukáลก Pichl and Taisei Kaizoji. Singapore, Singapore: Springer Singapore. doi: 10.1007/978-981-13-8319-9_19
Fan, Wenjie, Li, Yijing, Upreti, Bikesh Raj, Liu, Yong, Li, Hongxiu, Fan, Wei and Lim, Eric T. K. (2021). Big data for big insights: quantifying the adverse effect of air pollution on the tourism industry in China. Journal of Travel Research, 61 (8), 1947-1966. doi: 10.1177/00472875211047272
Is this company a lead customer? Estimating stages of B2B buying journey
Marvasti, Neda B., Huhtala, Juho-Petteri, Yousefi, Zeinab R., Vaniala, Iiro, Upreti, Bikesh, Malo, Pekka, Kaski, Samuel and Tikkanen, Henrikki (2021). Is this company a lead customer? Estimating stages of B2B buying journey. Industrial Marketing Management, 97, 126-133. doi: 10.1016/j.indmarman.2021.06.003
Online content match-making in B2B markets: application of neural content modeling
Upreti, Bikesh Raj, Huhtala, Juho-Petteri, Tikkanen, Henrikki, Malo, Pekka, Marvasti, Neda, Kaski, Samuel, Vaniala, Iiro and Mattila, Pekka (2021). Online content match-making in B2B markets: application of neural content modeling. Industrial Marketing Management, 93, 32-40. doi: 10.1016/j.indmarman.2020.12.012
Speech analytics for actionable insights: current status, recommendation, and guidance
Shim, J. P., French, Aaron M. and Upreti, Bikesh (2020). Speech analytics for actionable insights: current status, recommendation, and guidance. Foundations and Trends in Information Systems, 4 (3), 213-274. doi: 10.1561/9781680836974
Understanding the creation of trust in cryptocurrencies: the case of Bitcoin
Marella, Venkata, Upreti, Bikesh, Merikivi, Jani and Tuunainen, Virpi Kristiina (2020). Understanding the creation of trust in cryptocurrencies: the case of Bitcoin. Electronic Markets, 30 (2), 259-271. doi: 10.1007/s12525-019-00392-5
Salovaara, Antti, Upreti, Bikesh Raj, Nykanen, Jussi Ilmari and Merikivi, Jani (2019). Building on shaky foundations? Lack of falsification and knowledge contestation in IS theories, methods, and practices. European Journal of Information Systems, 29 (1), 65-83. doi: 10.1080/0960085x.2019.1685737
Detecting political bots on twitter during the 2019 Finnish parliamentary election
Rossi, Sippo, Rossi, Matti, Upreti, Bikesh Raj and Liu, Yong (2020). Detecting political bots on twitter during the 2019 Finnish parliamentary election. 53rd Hawaii International Conference on System Sciences 2020, Wailea, HI, United States, 7 - 10 January 2020. Washington, DC, United States: IEEE Computer Society. doi: 10.24251/HICSS.2020.298
Understanding the creation of trust in cryptocurrencies: bitcoin
Marella, Venkata, Uperti, Bikesh and Merikivi, Jani (2020). Understanding the creation of trust in cryptocurrencies: bitcoin. 32nd Bled eConference Humanizing Technology for a Sustainable Society, Bled, Slovenia, 16 - 19 June 2019. Maribor, Slovenia: University of Maribor Press. doi: 10.18690/978-961-286-280-0.44
Analyzing the ways IT has changed our TV consumption: binge watching and marathon watching
Upreti, Bikesh Raj, Merikivi, Jani, Bragge, Johanna and Malo, Pekka (2018). Analyzing the ways IT has changed our TV consumption: binge watching and marathon watching. ICIS 2017: Transforming Society with Digital Innovation, Seoul, South Korea, 10 - 13 December 2017. Atlanta, GA, United States: Association for Information Systems.
To reach the clouds: application of topic models to the meta-review on cloud computing literature
Upreti, Bikesh Raj, Asatiani, Aleksandre and Malo, Pekka (2016). To reach the clouds: application of topic models to the meta-review on cloud computing literature. 2016 49th Hawaii International Conference on System Sciences (HICSS), Koloa, HI, United States, 5 - 8 January 2016. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/hicss.2016.493