{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T08:21:25Z","timestamp":1770711685833,"version":"3.49.0"},"reference-count":64,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Major Project of the National Natural Science Foundation of China","award":["71732003"],"award-info":[{"award-number":["71732003"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Electron Commer Res"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1007\/s10660-023-09744-y","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:02:30Z","timestamp":1691431350000},"page":"1423-1451","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["How to select crowdsourcing teams with limited information? A heterogeneous information network embedding approach"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2540-3343","authenticated-orcid":false,"given":"Yuanyuan","family":"Lai","sequence":"first","affiliation":[]},{"given":"Min","family":"Li","sequence":"additional","affiliation":[]},{"given":"Junjun","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Huimin","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,8,7]]},"reference":[{"issue":"2","key":"9744_CR1","doi-asserted-by":"publisher","first-page":"102135","DOI":"10.1016\/j.ipm.2019.102135","volume":"57","author":"M Modaresnezhad","year":"2020","unstructured":"Modaresnezhad, M., Iyer, L., Palvia, P., & Taras, V. (2020). Information Technology (IT) enabled crowdsourcing: A conceptual framework. Information Processing & Management, 57(2), 102135. https:\/\/doi.org\/10.1016\/j.ipm.2019.102135","journal-title":"Information Processing & Management"},{"issue":"1","key":"9744_CR2","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1287\/isre.2017.0767","volume":"30","author":"SY Zhang","year":"2019","unstructured":"Zhang, S. Y., Singh, P. V., & Ghose, A. (2019). A structural analysis of the role of superstars in crowdsourcing contests. Information Systems Research, 30(1), 15\u201333. https:\/\/doi.org\/10.1287\/isre.2017.0767","journal-title":"Information Systems Research"},{"issue":"4","key":"9744_CR3","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1016\/j.ipm.2018.03.006","volume":"54","author":"FRA Neto","year":"2018","unstructured":"Neto, F. R. A., & Santos, C. A. S. (2018). Understanding crowdsourcing projects: A systematic review of tendencies, workflow, and quality management. Information Processing & Management, 54(4), 490\u2013506. https:\/\/doi.org\/10.1016\/j.ipm.2018.03.006","journal-title":"Information Processing & Management"},{"issue":"2","key":"9744_CR4","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1177\/0008125617738255","volume":"60","author":"I Blohm","year":"2018","unstructured":"Blohm, I., Zogaj, S., Bretschneider, U., & Leimeister, J. M. (2018). How to manage crowdsourcing platforms effectively? California Management Review, 60(2), 122\u2013149. https:\/\/doi.org\/10.1177\/0008125617738255","journal-title":"California Management Review"},{"issue":"2","key":"9744_CR5","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1177\/0165551512437638","volume":"38","author":"E Estelles-Arolas","year":"2012","unstructured":"Estelles-Arolas, E., & Gonzalez-Ladron-de-Guevara, F. (2012). Towards an integrated crowdsourcing definition. Journal of Information Science, 38(2), 189\u2013200. https:\/\/doi.org\/10.1177\/0165551512437638","journal-title":"Journal of Information Science"},{"issue":"2","key":"9744_CR6","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/j.jsis.2017.02.001","volume":"26","author":"H Ye","year":"2017","unstructured":"Ye, H., & Kankanhalli, A. (2017). Solvers\u2019 participation in crowdsourcing platforms: Examining the impacts of trust, and benefit and cost factors. Journal of Strategic Information Systems, 26(2), 101\u2013117. https:\/\/doi.org\/10.1016\/j.jsis.2017.02.001","journal-title":"Journal of Strategic Information Systems"},{"issue":"8","key":"9744_CR7","doi-asserted-by":"publisher","first-page":"103716","DOI":"10.1016\/j.respol.2018.11.010","volume":"48","author":"OA Acar","year":"2019","unstructured":"Acar, O. A. (2019). Motivations and solution appropriateness in crowdsourcing challenges for innovation. Research Policy, 48(8), 103716. https:\/\/doi.org\/10.1016\/j.respol.2018.11.010","journal-title":"Research Policy"},{"key":"9744_CR8","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.ijinfomgt.2018.01.008","volume":"40","author":"LG Pee","year":"2018","unstructured":"Pee, L. G., Koh, E., & Goh, M. (2018). Trait motivations of crowdsourcing and task choice: A distal-proximal perspective. International Journal of Information Management, 40, 28\u201341. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2018.01.008","journal-title":"International Journal of Information Management"},{"key":"9744_CR9","doi-asserted-by":"publisher","first-page":"570","DOI":"10.1016\/j.indmarman.2019.09.011","volume":"90","author":"X Zhang","year":"2019","unstructured":"Zhang, X., Duan, K., Zhao, H., Zhao, Y., Wang, X., & de Pablos, P. O. (2019). Can cooperation drive the success of suppliers in B2B crowdsourcing innovation projects? A large scale data perspective. Industrial Marketing Management., 90, 570\u2013580. https:\/\/doi.org\/10.1016\/j.indmarman.2019.09.011","journal-title":"Industrial Marketing Management."},{"issue":"3","key":"9744_CR10","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1016\/j.ijproman.2019.02.005","volume":"37","author":"J Pollack","year":"2019","unstructured":"Pollack, J., & Matous, P. (2019). Testing the impact of targeted team building on project team communication using social network analysis. International Journal of Project Management, 37(3), 473\u2013484. https:\/\/doi.org\/10.1016\/j.ijproman.2019.02.005","journal-title":"International Journal of Project Management"},{"issue":"8","key":"9744_CR11","doi-asserted-by":"publisher","first-page":"1466","DOI":"10.1016\/j.ijproman.2017.08.006","volume":"35","author":"G Wu","year":"2017","unstructured":"Wu, G., Liu, C., Zhao, X., & Zuo, J. (2017). Investigating the relationship between communication-conflict interaction and project success among construction project teams. International Journal of Project Management, 35(8), 1466\u20131482. https:\/\/doi.org\/10.1016\/j.ijproman.2017.08.006","journal-title":"International Journal of Project Management"},{"issue":"8","key":"9744_CR12","doi-asserted-by":"publisher","first-page":"103158","DOI":"10.1016\/j.im.2019.04.001","volume":"56","author":"I Dissanayake","year":"2019","unstructured":"Dissanayake, I., Mehta, N., Palvia, P., Taras, V., & Amoako-Gyampah, K. (2019). Competition matters! Self-efficacy, effort, and performance in crowdsourcing teams. Information & Management, 56(8), 103158. https:\/\/doi.org\/10.1016\/j.im.2019.04.001","journal-title":"Information & Management"},{"issue":"2","key":"9744_CR13","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1111\/ijmr.12135","volume":"20","author":"A Ghezzi","year":"2018","unstructured":"Ghezzi, A., Gabelloni, D., Martini, A., & Natalicchio, A. (2018). Crowdsourcing: A review and suggestions for future research. International Journal of Management Reviews, 20(2), 343\u2013363. https:\/\/doi.org\/10.1111\/ijmr.12135","journal-title":"International Journal of Management Reviews"},{"issue":"2","key":"9744_CR14","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1080\/07421222.2015.1068604","volume":"32","author":"I Dissanayake","year":"2015","unstructured":"Dissanayake, I., Zhang, J., & Gu, B. (2015). Task division for team success in crowdsourcing contests: resource allocation and alignment effects. Journal of Management Information Systems, 32(2), 8\u201339. https:\/\/doi.org\/10.1080\/07421222.2015.1068604","journal-title":"Journal of Management Information Systems"},{"key":"9744_CR15","doi-asserted-by":"publisher","first-page":"100012","DOI":"10.1016\/j.socl.2021.100012","volume":"3","author":"SJ Kalayathankal","year":"2021","unstructured":"Kalayathankal, S. J., Kureethara, J. V., & Narayanamoorthy, S. (2021). A modified fuzzy approach to project team selection. Soft Computing Letters, 3, 100012. https:\/\/doi.org\/10.1016\/j.socl.2021.100012","journal-title":"Soft Computing Letters"},{"issue":"11","key":"9744_CR16","doi-asserted-by":"publisher","first-page":"04022126","DOI":"10.1061\/(ASCE)CO.1943-7862.0002403","volume":"148","author":"H Hajarolasvadi","year":"2022","unstructured":"Hajarolasvadi, H., & Shahhosseini, V. (2022). A system-dynamic model for evaluating the effect of person-team fit on project performance. Journal of Construction Engineering and Management, 148(11), 04022126. https:\/\/doi.org\/10.1061\/(ASCE)CO.1943-7862.0002403","journal-title":"Journal of Construction Engineering and Management"},{"issue":"2","key":"9744_CR17","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/j.ijproman.2011.06.004","volume":"30","author":"TU Daim","year":"2012","unstructured":"Daim, T. U., Ha, A., Reutiman, S., Hughes, B., Pathak, U., Bynum, W., & Bhatla, A. (2012). Exploring the communication breakdown in global virtual teams. International Journal of Project Management, 30(2), 199\u2013212. https:\/\/doi.org\/10.1016\/j.ijproman.2011.06.004","journal-title":"International Journal of Project Management"},{"key":"9744_CR18","doi-asserted-by":"publisher","first-page":"102015","DOI":"10.1016\/j.ijinfomgt.2019.09.011","volume":"51","author":"L Yu","year":"2020","unstructured":"Yu, L., Li, H., He, W., Wang, F.-K., & Jiao, S. (2020). A meta-analysis to explore privacy cognition and information disclosure of internet users. International Journal of Information Management, 51, 102015. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2019.09.011","journal-title":"International Journal of Information Management"},{"issue":"7","key":"9744_CR19","doi-asserted-by":"publisher","first-page":"954","DOI":"10.1016\/j.ijproman.2018.06.001","volume":"36","author":"LS Henderson","year":"2018","unstructured":"Henderson, L. S., Stackman, R. W., & Lindekilde, R. (2018). Why cultural intelligence matters on global project teams. International Journal of Project Management, 36(7), 954\u2013967. https:\/\/doi.org\/10.1016\/j.ijproman.2018.06.001","journal-title":"International Journal of Project Management"},{"issue":"4","key":"9744_CR20","doi-asserted-by":"publisher","first-page":"8313","DOI":"10.1016\/j.eswa.2008.10.020","volume":"36","author":"Z-P Fan","year":"2009","unstructured":"Fan, Z.-P., Feng, B., Jiang, Z.-Z., & Fu, N. (2009). A method for member selection of R&D teams using the individual and collaborative information. Expert Systems with Applications, 36(4), 8313\u20138323. https:\/\/doi.org\/10.1016\/j.eswa.2008.10.020","journal-title":"Expert Systems with Applications"},{"key":"9744_CR21","doi-asserted-by":"publisher","unstructured":"Fitsilis, P., Gerogiannis, V., & Anthopoulos, L. (2015). Software Project Team Selection Based on Enterprise Social Networks. In Industrial Engineering, Management Science and Applications 2015 (pp. 375\u2013384). Springer. https:\/\/doi.org\/10.1007\/978-3-662-47200-2_40","DOI":"10.1007\/978-3-662-47200-2_40"},{"issue":"1","key":"9744_CR22","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1109\/tkde.2016.2598561","volume":"29","author":"C Shi","year":"2017","unstructured":"Shi, C., Li, Y., Zhang, J., Sun, Y., & Yu, P. S. (2017). A survey of heterogeneous information network analysis. Ieee Transactions on Knowledge and Data Engineering, 29(1), 17\u201337. https:\/\/doi.org\/10.1109\/tkde.2016.2598561","journal-title":"Ieee Transactions on Knowledge and Data Engineering"},{"issue":"2","key":"9744_CR23","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1016\/j.ejor.2020.01.010","volume":"284","author":"M Gupta","year":"2020","unstructured":"Gupta, M., & Kumar, P. (2020). Recommendation generation using personalized weight of meta-paths in heterogeneous information networks. European Journal of Operational Research, 284(2), 660\u2013674. https:\/\/doi.org\/10.1016\/j.ejor.2020.01.010","journal-title":"European Journal of Operational Research"},{"issue":"10","key":"9744_CR24","doi-asserted-by":"publisher","first-page":"2479","DOI":"10.1109\/tkde.2013.2297920","volume":"26","author":"C Shi","year":"2014","unstructured":"Shi, C., Kong, X. N., Huang, Y., Yu, P. S., & Wu, B. (2014). HeteSim: A general framework for relevance measure in heterogeneous networks. IEEE Transactions on Knowledge and Data Engineering, 26(10), 2479\u20132492. https:\/\/doi.org\/10.1109\/tkde.2013.2297920","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"9744_CR25","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.neucom.2020.06.043","volume":"412","author":"X Gao","year":"2020","unstructured":"Gao, X., Chen, J., Zhan, Z., & Yang, S. (2020). Learning heterogeneous information network embeddings via relational triplet network. Neurocomputing, 412, 31\u201341. https:\/\/doi.org\/10.1016\/j.neucom.2020.06.043","journal-title":"Neurocomputing"},{"key":"9744_CR26","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1016\/j.ins.2018.04.022","volume":"453","author":"M Zhang","year":"2018","unstructured":"Zhang, M., Wang, J., & Wang, W. (2018). HeteRank: A general similarity measure in heterogeneous information networks by integrating multi-type relationships. Information Sciences, 453, 389\u2013407. https:\/\/doi.org\/10.1016\/j.ins.2018.04.022","journal-title":"Information Sciences"},{"issue":"1","key":"9744_CR27","doi-asserted-by":"publisher","first-page":"75","DOI":"10.2307\/25148625","volume":"28","author":"AR Hevner","year":"2004","unstructured":"Hevner, A. R., March, S. T., Park, J., & Ram, S. (2004). Design science in information systems research. Mis Quarterly, 28(1), 75\u2013105. https:\/\/doi.org\/10.2307\/25148625","journal-title":"Mis Quarterly"},{"issue":"15","key":"9744_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/15623599.2020.1830554","volume":"22","author":"H Hajarolasvadi","year":"2020","unstructured":"Hajarolasvadi, H., & Shahhosseini, V. (2020). Assignment of engineers to constructions project teams based on Person-Team Fit. International Journal of Construction Management, 22(15), 1\u201310. https:\/\/doi.org\/10.1080\/15623599.2020.1830554","journal-title":"International Journal of Construction Management"},{"issue":"10","key":"9744_CR29","doi-asserted-by":"publisher","first-page":"1087","DOI":"10.1061\/(ASCE)CO.1943-7862.0000074","volume":"135","author":"M El Asmar","year":"2009","unstructured":"El Asmar, M., Hanna, A. S., & Chang, C. K. (2009). Monte carlo simulation approach to support alliance team selection. Journal of Construction Engineering and Management, 135(10), 1087\u20131095. https:\/\/doi.org\/10.1061\/(ASCE)CO.1943-7862.0000074","journal-title":"Journal of Construction Engineering and Management"},{"issue":"4","key":"9744_CR30","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/s0263-7863(02)00031-5","volume":"21","author":"R Farr-Wharton","year":"2003","unstructured":"Farr-Wharton, R. (2003). Multimedia projects and the optimum choice of individuals and teams. International Journal of Project Management, 21(4), 271\u2013280. https:\/\/doi.org\/10.1016\/s0263-7863(02)00031-5","journal-title":"International Journal of Project Management"},{"issue":"5","key":"9744_CR31","doi-asserted-by":"publisher","first-page":"1293","DOI":"10.1108\/jeim-09-2019-0283","volume":"33","author":"P Dwivedi","year":"2020","unstructured":"Dwivedi, P., Chaturvedi, V., & Vashist, J. K. (2020). Efficient team formation from pool of talent: Comparing AHP-LP and TOPSIS-LP approach. Journal of Enterprise Information Management, 33(5), 1293\u20131318. https:\/\/doi.org\/10.1108\/jeim-09-2019-0283","journal-title":"Journal of Enterprise Information Management"},{"issue":"3","key":"9744_CR32","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1002\/sres.1003","volume":"27","author":"PJ Hsieh","year":"2010","unstructured":"Hsieh, P. J. (2010). Cross-functional team selection concerning members\u2019 cooperative effects and capabilities overlap. Systems Research and Behavioral Science, 27(3), 301\u2013318. https:\/\/doi.org\/10.1002\/sres.1003","journal-title":"Systems Research and Behavioral Science"},{"issue":"6","key":"9744_CR33","first-page":"624","volume":"55","author":"M Qiang","year":"2015","unstructured":"Qiang, M., Yuan, S., & Wen, Q. (2015). Team capabilities in engineering projects: Measurement and evaluation. Journal of Tsinghua University (Science and Technology), 55(6), 624\u2013632.","journal-title":"Journal of Tsinghua University (Science and Technology)"},{"issue":"3","key":"9744_CR34","doi-asserted-by":"publisher","first-page":"772","DOI":"10.1287\/orsc.1100.0549","volume":"22","author":"WP Millhiser","year":"2011","unstructured":"Millhiser, W. P., Coen, C. A., & Solow, D. (2011). Understanding the role of worker interdependence in team selection. Organization Science, 22(3), 772\u2013787. https:\/\/doi.org\/10.1287\/orsc.1100.0549","journal-title":"Organization Science"},{"issue":"1","key":"9744_CR35","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.ijproman.2015.10.001","volume":"34","author":"S-C Hsu","year":"2016","unstructured":"Hsu, S.-C., Weng, K.-W., Cui, Q., & Rand, W. (2016). Understanding the complexity of project team member selection through agent-based modeling. International Journal of Project Management, 34(1), 82\u201393. https:\/\/doi.org\/10.1016\/j.ijproman.2015.10.001","journal-title":"International Journal of Project Management"},{"key":"9744_CR36","doi-asserted-by":"publisher","unstructured":"Archak, N. M. (2010). Money, glory and cheap talk: analyzing strategic behavior of contestants in simultaneous crowdsourcing contests on TopCoder.com. Proceedings of the 19th International Conference on World Wide Web, (pp. 21\u201330). https:\/\/doi.org\/10.1145\/1772690.1772694","DOI":"10.1145\/1772690.1772694"},{"issue":"5916","key":"9744_CR37","doi-asserted-by":"publisher","first-page":"892","DOI":"10.1126\/science.11658","volume":"323","author":"SP Borgatti","year":"2009","unstructured":"Borgatti, S. P., Mehra, A., Brass, D. J., & Labianca, G. (2009). Network analysis in the social sciences. American Association for the Advancement of Science, 323(5916), 892\u2013895. https:\/\/doi.org\/10.1126\/science.11658","journal-title":"American Association for the Advancement of Science"},{"key":"9744_CR38","doi-asserted-by":"publisher","unstructured":"Sun, Y., Han, J., Zhao, P., Yin, Z., Cheng, H., & Wu, T. (2009). RankClus: integrating clustering with ranking forheterogeneous information network analysis. Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, (pp. 565\u2013576). https:\/\/doi.org\/10.1145\/1516360.1516426","DOI":"10.1145\/1516360.1516426"},{"issue":"6","key":"9744_CR39","doi-asserted-by":"publisher","first-page":"04020053","DOI":"10.1061\/(asce)co.1943-7862.0001841","volume":"146","author":"RF Herrera","year":"2020","unstructured":"Herrera, R. F., Mourgues, C., Alarc\u00f3n, L. F., & Pellicer, E. (2020). Understanding interactions between design team members of construction projects using social network analysis. Journal of Construction Engineering and Management, 146(6), 04020053. https:\/\/doi.org\/10.1061\/(asce)co.1943-7862.0001841","journal-title":"Journal of Construction Engineering and Management"},{"issue":"4","key":"9744_CR40","doi-asserted-by":"publisher","first-page":"492","DOI":"10.1177\/1046496419889660","volume":"51","author":"HH Zhang","year":"2020","unstructured":"Zhang, H. H., Ding, C., Schutte, N. S., & Li, R. (2020). How team emotional intelligence connects to task performance: A network approach. Small Group Research, 51(4), 492\u2013516. https:\/\/doi.org\/10.1177\/1046496419889660","journal-title":"Small Group Research"},{"key":"9744_CR41","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.infsof.2017.01.003","volume":"86","author":"D Smite","year":"2017","unstructured":"Smite, D., Moe, N. B., Sablis, A., & Wohlin, C. (2017). Software teams and their knowledge networks in large-scale software development. Information and Software Technology, 86, 71\u201386. https:\/\/doi.org\/10.1016\/j.infsof.2017.01.003","journal-title":"Information and Software Technology"},{"key":"9744_CR42","doi-asserted-by":"publisher","unstructured":"Mislove, A., Marcon, M., Gummadi, K. P., Druschel, P., & Bhattacharjee, B. (2007). Measurement and analysis of online social networks. Proceedings of the 7th ACM SIGCOMM Conference on Internet Measurement, (pp. 29\u201342). https:\/\/doi.org\/10.1145\/1298306.1298311","DOI":"10.1145\/1298306.1298311"},{"key":"9744_CR43","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.physa.2018.02.168","volume":"503","author":"D Zhao","year":"2018","unstructured":"Zhao, D., Li, J., Tan, Y., Yang, K., Ge, B., & Dou, Y. (2018). Optimization adjustment of human resources based on dynamic heterogeneous network. Physica A: Statistical Mechanics and its Applications, 503, 45\u201357. https:\/\/doi.org\/10.1016\/j.physa.2018.02.168","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"key":"9744_CR44","doi-asserted-by":"publisher","first-page":"102002","DOI":"10.1016\/j.technovation.2017.10.005","volume":"94","author":"K Chen","year":"2020","unstructured":"Chen, K., Zhang, Y., Zhu, G., & Mu, R. (2020). Do research institutes benefit from their network positions in research collaboration networks with industries or\/and universities? Technovation, 94, 102002. https:\/\/doi.org\/10.1016\/j.technovation.2017.10.005","journal-title":"Technovation"},{"issue":"1","key":"9744_CR45","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/ms.2009.16","volume":"26","author":"T Wolf","year":"2009","unstructured":"Wolf, T., Schroter, A., Damian, D., Panjer, L. D., & Nguyen, T. R. D. (2009). Mining task-based social networks to explore collaboration in software teams. IEEE Software, 26(1), 58\u201366. https:\/\/doi.org\/10.1109\/ms.2009.16","journal-title":"IEEE Software"},{"issue":"11","key":"9744_CR46","doi-asserted-by":"publisher","first-page":"992","DOI":"10.14778\/3402707.3402736","volume":"4","author":"Y Sun","year":"2011","unstructured":"Sun, Y., Han, J., Yan, X., Yu, P. S., & Wu, T. (2011). PathSim: meta path-based Top-K similarity search in heterogeneous information networks. Proceedings of the VLDB Endowment, 4(11), 992\u20131003. https:\/\/doi.org\/10.14778\/3402707.3402736","journal-title":"Proceedings of the VLDB Endowment"},{"key":"9744_CR47","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.dss.2019.01.004","volume":"119","author":"Y Xu","year":"2019","unstructured":"Xu, Y., Zhou, D., & Ma, J. (2019). Scholar-friend recommendation in online academic communities: An approach based on heterogeneous network. Decision Support Systems, 119, 1\u201313. https:\/\/doi.org\/10.1016\/j.dss.2019.01.004","journal-title":"Decision Support Systems"},{"issue":"2","key":"9744_CR48","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1109\/tem.2004.826011","volume":"51","author":"SJ Chen","year":"2004","unstructured":"Chen, S. J., & Lin, L. (2004). Modeling team member characteristics for the formation of a multifunctional team in concurrent engineering. IEEE Transactions on Engineering Management, 51(2), 111\u2013124. https:\/\/doi.org\/10.1109\/tem.2004.826011","journal-title":"IEEE Transactions on Engineering Management"},{"key":"9744_CR49","doi-asserted-by":"publisher","first-page":"107695","DOI":"10.1016\/j.comnet.2020.107695","volume":"184","author":"X Liu","year":"2021","unstructured":"Liu, X., Fu, J., Chen, Y., Luo, W., & Tang, Z. (2021). Trust-Aware sensing quality estimation for team crowdsourcing in social IoT. Computer Networks, 184, 107695. https:\/\/doi.org\/10.1016\/j.comnet.2020.107695","journal-title":"Computer Networks"},{"issue":"1","key":"9744_CR50","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1108\/ict-08-2015-0056","volume":"48","author":"M Derven","year":"2016","unstructured":"Derven, M. (2016). Four drivers to enhance global virtual teams. Industrial and Commercial Training, 48(1), 1\u20138. https:\/\/doi.org\/10.1108\/ict-08-2015-0056","journal-title":"Industrial and Commercial Training"},{"key":"9744_CR51","doi-asserted-by":"publisher","first-page":"107587","DOI":"10.1016\/j.comnet.2020.107587","volume":"183","author":"L Kuang","year":"2020","unstructured":"Kuang, L., Zhang, H., Shi, R., Liao, Z., & Yang, X. (2020). A spam worker detection approach based on heterogeneous network embedding in crowdsourcing platforms. Computer Networks, 183, 107587. https:\/\/doi.org\/10.1016\/j.comnet.2020.107587","journal-title":"Computer Networks"},{"key":"9744_CR52","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1016\/j.physa.2018.02.189","volume":"501","author":"H Shakibian","year":"2018","unstructured":"Shakibian, H., & Charkari, N. M. (2018). Statistical similarity measures for link prediction in heterogeneous complex networks. Physica A: Statistical Mechanics and its Applications, 501, 248\u2013263. https:\/\/doi.org\/10.1016\/j.physa.2018.02.189","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"key":"9744_CR53","doi-asserted-by":"publisher","unstructured":"Patil, V., Ramesh, V., & Ghorpade, T. (2017). Comparative analysis of Similarity Measures in Heterogeneous information network. In 2017 11th International Conference on Intelligent Systems and Control, (pp. 297\u2013301). https:\/\/doi.org\/10.1109\/ISCO.2017.7856002","DOI":"10.1109\/ISCO.2017.7856002"},{"issue":"2","key":"9744_CR54","doi-asserted-by":"publisher","first-page":"337","DOI":"10.25300\/MISQ\/2013\/37.2.01","volume":"37","author":"S Gregor","year":"2013","unstructured":"Gregor, S., & Hevner, A. R. (2013). Positioning and presenting design science research for maximum impact. Mis Quarterly, 37(2), 337\u2013355. https:\/\/doi.org\/10.25300\/MISQ\/2013\/37.2.01","journal-title":"Mis Quarterly"},{"key":"9744_CR55","doi-asserted-by":"publisher","first-page":"110611","DOI":"10.1016\/j.jss.2020.110611","volume":"167","author":"SS Bhatti","year":"2020","unstructured":"Bhatti, S. S., Gao, X. F., & Chen, G. H. (2020). General framework, opportunities and challenges for crowdsourcing techniques: A comprehensive survey. Journal of Systems and Software, 167, 110611. https:\/\/doi.org\/10.1016\/j.jss.2020.110611","journal-title":"Journal of Systems and Software"},{"issue":"12","key":"9744_CR56","doi-asserted-by":"publisher","first-page":"3835","DOI":"10.1073\/pnas.1421692112","volume":"112","author":"A Mahmoodi","year":"2015","unstructured":"Mahmoodi, A., Bang, D., Olsen, K., Zhao, Y. A., Shi, Z., Broberg, K., Safavi, S., Han, S., Ahmadabadi, M. N., Frith, C. D., Roepstorff, A., Rees, G., & Bahrami, B. (2015). Equality bias impairs collective decision-making across cultures. Proceedings of the National Academy of Sciences of the United States of America, 112(12), 3835\u20133840. https:\/\/doi.org\/10.1073\/pnas.1421692112","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"issue":"4","key":"9744_CR57","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1037\/h0047169","volume":"60","author":"EJ Thomas","year":"1963","unstructured":"Thomas, E. J., & Fink, C. F. (1963). Effects of group-size. Psychological Bulletin, 60(4), 371\u2013384. https:\/\/doi.org\/10.1037\/h0047169","journal-title":"Psychological Bulletin"},{"issue":"9","key":"9744_CR58","doi-asserted-by":"publisher","first-page":"1967","DOI":"10.1108\/IMDS-07-2015-0300","volume":"116","author":"HM Watanuki","year":"2016","unstructured":"Watanuki, H. M., & Moraes, R. D. (2016). Does size matter? An investigation into the role of virtual team size in IT service provisioning. Industrial Management & Data Systems, 116(9), 1967\u20131986. https:\/\/doi.org\/10.1108\/IMDS-07-2015-0300","journal-title":"Industrial Management & Data Systems"},{"key":"9744_CR59","doi-asserted-by":"publisher","unstructured":"Rokicki, M., Zerr, S., & Siersdorfer, S. (2015). Groupsourcing: Team competition designs for crowdsourcing. In Proceedings of the 24th International Conference on World Wide Web (Www 2015): (pp. 906\u2013915). https:\/\/doi.org\/10.1145\/2736277.2741097","DOI":"10.1145\/2736277.2741097"},{"issue":"9","key":"9744_CR60","doi-asserted-by":"publisher","first-page":"608","DOI":"10.1007\/s10661-020-08562-1","volume":"192","author":"C Kilicoglu","year":"2020","unstructured":"Kilicoglu, C., Cetin, M., Aricak, B., & Sevik, H. (2020). Site selection by using the multi-criteria technique-a case study of Bafra, Turkey. Environmental Monitoring and Assessment, 192(9), 608. https:\/\/doi.org\/10.1007\/s10661-020-08562-1","journal-title":"Environmental Monitoring and Assessment"},{"issue":"6","key":"9744_CR61","doi-asserted-by":"publisher","first-page":"1521","DOI":"10.1080\/10807039.2018.1470896","volume":"25","author":"E Kaya","year":"2019","unstructured":"Kaya, E., Agca, M., Adiguzel, F., & Cetin, M. (2019). Spatial data analysis with R programming for environment. Human and Ecological Risk Assessment, 25(6), 1521\u20131530. https:\/\/doi.org\/10.1080\/10807039.2018.1470896","journal-title":"Human and Ecological Risk Assessment"},{"issue":"4","key":"9744_CR62","doi-asserted-by":"publisher","first-page":"1105","DOI":"10.25300\/MISQ\/2017\/41.4.05","volume":"41","author":"XH Guo","year":"2017","unstructured":"Guo, X. H., Wei, Q., Chen, G. Q., Zhang, J., & Qiao, D. D. (2017). Extracting representative information on intra-organizational blogging platforms. Mis Quarterly, 41(4), 1105\u20131127. https:\/\/doi.org\/10.25300\/MISQ\/2017\/41.4.05","journal-title":"Mis Quarterly"},{"key":"9744_CR63","doi-asserted-by":"publisher","first-page":"81","DOI":"10.5772\/62573","volume":"190","author":"M Cetin","year":"2016","unstructured":"Cetin, M., & Sevik, H. (2016). Assessing potential areas of ecotourism through a case study in Ilgaz Mountain National Park. Tourism-from empirical research towards practical application, 190, 81\u2013110. https:\/\/doi.org\/10.5772\/62573","journal-title":"Tourism-from empirical research towards practical application"},{"issue":"5","key":"9744_CR64","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1080\/13504509.2015.1061066","volume":"22","author":"M Cetin","year":"2015","unstructured":"Cetin, M. (2015). Using GIS analysis to assess urban green space in terms of accessibility: Case study in Kutahya. International Journal of Sustainable Development and World Ecology, 22(5), 420\u2013424. https:\/\/doi.org\/10.1080\/13504509.2015.1061066","journal-title":"International Journal of Sustainable Development and World Ecology"}],"container-title":["Electronic Commerce Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10660-023-09744-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10660-023-09744-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10660-023-09744-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T08:27:42Z","timestamp":1748939262000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10660-023-09744-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,7]]},"references-count":64,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,6]]}},"alternative-id":["9744"],"URL":"https:\/\/doi.org\/10.1007\/s10660-023-09744-y","relation":{},"ISSN":["1389-5753","1572-9362"],"issn-type":[{"value":"1389-5753","type":"print"},{"value":"1572-9362","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,7]]},"assertion":[{"value":"24 July 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"There is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}