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Erschienen in: TechTrends 3/2020

04.12.2019 | Original Paper

Spam and Educators’ Twitter Use: Methodological Challenges and Considerations

verfasst von: Jeffrey P. Carpenter, K. Bret Staudt Willet, Matthew J. Koehler, Spencer P. Greenhalgh

Erschienen in: TechTrends | Ausgabe 3/2020

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Abstract

Twitter and other social media have assumed important places in many educators’ professional lives by hosting spaces where new kinds of collegial interactions can occur. However, such spaces can also attract unwelcome Twitter traffic that complicates researchers’ attempts to explore and understand educators’ professional social media experiences. In this article, we define various kinds of spam that we have identified in our research on educators’ uses of Twitter. After providing an overview of the concept of spam, we evaluate the advantages and disadvantages of different approaches to addressing the presence of spam in educator-focused Twitter spaces. Then we suggest practical, holistic metrics that can be employed to help identify spam. Through secondary analyses of our past research, we describe the use of such metrics to identify and deal with spam in three specific cases. Finally, we discuss implications of spam and these suggested methods for teacher educators, instructional designers and educational technology researchers.
Literatur
Zurück zum Zitat boyd, d. (2014). It’s complicated: The social lives of networked teens. New Haven: Yale University Press. boyd, d. (2014). It’s complicated: The social lives of networked teens. New Haven: Yale University Press.
Zurück zum Zitat Brunton, F. (2013). Spam: A shadow history of the internet. Cambridge: MIT Press.CrossRef Brunton, F. (2013). Spam: A shadow history of the internet. Cambridge: MIT Press.CrossRef
Zurück zum Zitat Burgess, D. (2012). Teach like a pirate. San Diego: Dave Burgess Consulting. Burgess, D. (2012). Teach like a pirate. San Diego: Dave Burgess Consulting.
Zurück zum Zitat Carpenter, J. (2015). Preservice teachers’ microblogging: Professional development via twitter. Contemporary Issues in Technology and Teacher Education, 15(2), 209–234. Carpenter, J. (2015). Preservice teachers’ microblogging: Professional development via twitter. Contemporary Issues in Technology and Teacher Education, 15(2), 209–234.
Zurück zum Zitat Carpenter, J. P., & Harvey, S. (2019). “There's no referee on social media”: Challenges in educator professional social media use. Teaching and Teacher Education, 86, 102904. Carpenter, J. P., & Harvey, S. (2019). “There's no referee on social media”: Challenges in educator professional social media use. Teaching and Teacher Education, 86, 102904.
Zurück zum Zitat Carpenter, J. P., & Morrison, S. A. (2018). Enhancing teacher education… with twitter? Phi Delta Kappan, 100(1), 25–28. Carpenter, J. P., & Morrison, S. A. (2018). Enhancing teacher education… with twitter? Phi Delta Kappan, 100(1), 25–28.
Zurück zum Zitat Carpenter, J., Tani, T., Morrison, S. & Keane, J. (2018). Exploring the education twitter Hashtag landscape. In E. Langran & J. Borup (Eds.), proceedings of Society for Information Technology & teacher education (SITE) international conference (pp. 2230-2235). Washington, D.C., United States: Association for the Advancement of computing in education (AACE). Carpenter, J., Tani, T., Morrison, S. & Keane, J. (2018). Exploring the education twitter Hashtag landscape. In E. Langran & J. Borup (Eds.), proceedings of Society for Information Technology & teacher education (SITE) international conference (pp. 2230-2235). Washington, D.C., United States: Association for the Advancement of computing in education (AACE).
Zurück zum Zitat Carpenter, J.P., Koehler, M.J., Staudt Willet, K.B., & Greenhalgh, S.P. (2019). Spam, spam, spam, spam: Methodological considerations and challenges for studying educators’ twitter use. In K. Graziano (Ed.), proceedings of Society for Information Technology & teacher education (SITE) international conference 2019 (pp. 2702-2711). Las Vegas, NV: Association for the Advancement of computing in education (AACE). Retrieved from https://www.learntechlib.org/p/208033/. Carpenter, J.P., Koehler, M.J., Staudt Willet, K.B., & Greenhalgh, S.P. (2019). Spam, spam, spam, spam: Methodological considerations and challenges for studying educators’ twitter use. In K. Graziano (Ed.), proceedings of Society for Information Technology & teacher education (SITE) international conference 2019 (pp. 2702-2711). Las Vegas, NV: Association for the Advancement of computing in education (AACE). Retrieved from https://​www.​learntechlib.​org/​p/​208033/​.​
Zurück zum Zitat Cook, M. P., & Bissonnette, J. D. (2016). Developing preservice teachers’ positionalities in 140 characters or less: Examining microblogging as dialogic space. Contemporary Issues in Technology and Teacher Education, 16(2), 82–109. Cook, M. P., & Bissonnette, J. D. (2016). Developing preservice teachers’ positionalities in 140 characters or less: Examining microblogging as dialogic space. Contemporary Issues in Technology and Teacher Education, 16(2), 82–109.
Zurück zum Zitat Dede, C. (2006). Online professional development for teachers: Emerging models. Cambridge: Harvard Education Press. Dede, C. (2006). Online professional development for teachers: Emerging models. Cambridge: Harvard Education Press.
Zurück zum Zitat Evans, P. (2015). Open online spaces of professional learning: Context, personalisation and facilitation. TechTrends, 59(1), 31–36.CrossRef Evans, P. (2015). Open online spaces of professional learning: Context, personalisation and facilitation. TechTrends, 59(1), 31–36.CrossRef
Zurück zum Zitat Gao, F., & Li, L. (2017). Examining a one-hour synchronous chat in a microblogging-based professional development community. British Journal of Educational Technology, 48, 332–347.CrossRef Gao, F., & Li, L. (2017). Examining a one-hour synchronous chat in a microblogging-based professional development community. British Journal of Educational Technology, 48, 332–347.CrossRef
Zurück zum Zitat Greenhalgh, S. P. (2018). Spaces and their social frontiers: Using community dimensions to distinguish between teacher-focused hashtags on twitter (doctoral dissertation). East Lansing: Michigan State University. Greenhalgh, S. P. (2018). Spaces and their social frontiers: Using community dimensions to distinguish between teacher-focused hashtags on twitter (doctoral dissertation). East Lansing: Michigan State University.
Zurück zum Zitat Hsieh, B. (2017). Making and missing connections: Exploring Twitter chats as a learning tool in a preservice teacher education course. Contemporary Issues in Technology and Teacher Education, 17(4), 549–568. Hsieh, B. (2017). Making and missing connections: Exploring Twitter chats as a learning tool in a preservice teacher education course. Contemporary Issues in Technology and Teacher Education, 17(4), 549–568.
Zurück zum Zitat Kraut, R. E., & Resnick, P. (2011). Building successful online communities: Evidence-based social design. Cambridge: MIT Press. Kraut, R. E., & Resnick, P. (2011). Building successful online communities: Evidence-based social design. Cambridge: MIT Press.
Zurück zum Zitat Kwak, H., Lee, C., Park, H., & Moon, S. (2010). What is Twitter, a social network or a news media?. In Proceedings of the 19th International Conference on World Wide Web (WWW 2010) (pp. 591-600). New York: Association for Computing Machinery (ACM). Kwak, H., Lee, C., Park, H., & Moon, S. (2010). What is Twitter, a social network or a news media?. In Proceedings of the 19th International Conference on World Wide Web (WWW 2010) (pp. 591-600). New York: Association for Computing Machinery (ACM).
Zurück zum Zitat Lin, P.-C., & Huang, P.-M. (2013). A study of effective features for detecting long-surviving Twitter spam accounts. In The 15th international conference on advanced communications technology (ICACT), technical proceedings 2013 (pp. 841–846). Piscataway: IEEE. Lin, P.-C., & Huang, P.-M. (2013). A study of effective features for detecting long-surviving Twitter spam accounts. In The 15th international conference on advanced communications technology (ICACT), technical proceedings 2013 (pp. 841–846). Piscataway: IEEE.
Zurück zum Zitat Luo, T., & Clifton, L. (2017). Examining collaborative knowledge construction in microblogging-based learning environments. Journal of Information Technology Education: Research, 16, 365–390.CrossRef Luo, T., & Clifton, L. (2017). Examining collaborative knowledge construction in microblogging-based learning environments. Journal of Information Technology Education: Research, 16, 365–390.CrossRef
Zurück zum Zitat Mowbray, M. (2014). Automated Twitter accounts. In K. Weller, A. Bruns, J. Burgess, M. Mahrt, & C. Puschmann (Eds.), Twitter and society (pp. 183–194). New York: Peter Lang. Mowbray, M. (2014). Automated Twitter accounts. In K. Weller, A. Bruns, J. Burgess, M. Mahrt, & C. Puschmann (Eds.), Twitter and society (pp. 183–194). New York: Peter Lang.
Zurück zum Zitat Rosenberg, J. M., Greenhalgh, S. P., Wolf, L. G., & Koehler, M. J. (2017). Strategies, use, and impact of social media for supporting teacher community within professional development: The case of one urban STEM program. Journal of Computers in Mathematics and Science Teaching, 36, 255–267. Rosenberg, J. M., Greenhalgh, S. P., Wolf, L. G., & Koehler, M. J. (2017). Strategies, use, and impact of social media for supporting teacher community within professional development: The case of one urban STEM program. Journal of Computers in Mathematics and Science Teaching, 36, 255–267.
Zurück zum Zitat Shelton, C., & Archambault, L. (2018). Discovering how teachers build virtual relationships and develop as professionals through online teacherpreneurship. Journal of Interactive Learning Research, 29, 579–602. Shelton, C., & Archambault, L. (2018). Discovering how teachers build virtual relationships and develop as professionals through online teacherpreneurship. Journal of Interactive Learning Research, 29, 579–602.
Zurück zum Zitat Staudt Willet, K.B., & Carpenter, J.P. (2019). Educators on the front page of the internet: Education-related subreddits as learning spaces. In K. Graziano (Ed.), proceedings of Society for Information Technology & teacher education (SITE) international conference 2019 (pp. 2787-2795). Las Vegas, NV: Association for the Advancement of computing in education (AACE). Retrieved from https://www.learntechlib.org/p/208040/. Staudt Willet, K.B., & Carpenter, J.P. (2019). Educators on the front page of the internet: Education-related subreddits as learning spaces. In K. Graziano (Ed.), proceedings of Society for Information Technology & teacher education (SITE) international conference 2019 (pp. 2787-2795). Las Vegas, NV: Association for the Advancement of computing in education (AACE). Retrieved from https://​www.​learntechlib.​org/​p/​208040/​.​
Zurück zum Zitat Tucker, L. (2019). Educational professionals’ decision making for professional growth using a case of Twitter adoption. TechTrends, 63(2), 133–148.CrossRef Tucker, L. (2019). Educational professionals’ decision making for professional growth using a case of Twitter adoption. TechTrends, 63(2), 133–148.CrossRef
Zurück zum Zitat Veletsianos, G. (2017). Three cases of hashtags used as learning and professional development environments. TechTrends, 61(3), 284–292.CrossRef Veletsianos, G. (2017). Three cases of hashtags used as learning and professional development environments. TechTrends, 61(3), 284–292.CrossRef
Zurück zum Zitat Wang, B., Zubiaga, A., Liakata, M., & Procter, R. (2015). Making the most of tweet-inherent features for social spam detection on Twitter. CEUR Workshop Proceedings, 1395, 10–16. Retrieved from https://arxiv.org/abs/1503.07405 Wang, B., Zubiaga, A., Liakata, M., & Procter, R. (2015). Making the most of tweet-inherent features for social spam detection on Twitter. CEUR Workshop Proceedings, 1395, 10–16. Retrieved from https://​arxiv.​org/​abs/​1503.​07405
Metadaten
Titel
Spam and Educators’ Twitter Use: Methodological Challenges and Considerations
verfasst von
Jeffrey P. Carpenter
K. Bret Staudt Willet
Matthew J. Koehler
Spencer P. Greenhalgh
Publikationsdatum
04.12.2019
Verlag
Springer US
Erschienen in
TechTrends / Ausgabe 3/2020
Print ISSN: 8756-3894
Elektronische ISSN: 1559-7075
DOI
https://doi.org/10.1007/s11528-019-00466-3

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