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NTIS 바로가기Journal of information science theory and practice : JISTaP, v.10 no.3, 2022년, pp.40 - 56
Garg, Mohit (Central Library, Indian Institute of Technology Delhi, New Delhi, India School of Social Science, Indira Gandhi National Open University) , Kanjilal, Uma (School of Social Science, Indira Gandhi National Open University)
This paper aims to implement a topic modeling technique for extracting the topics of online discussions among library professionals in India. Topic modeling is the established text mining technique popularly used for modeling text data from Twitter, Facebook, Yelp, and other social media platforms. ...
Abdillah, O., & Adriani, M. (2015, March 24-27). Mining user interests through internet review forum for building recommendation system. In L. Barolli, M. Takizawa, F. Xhafa, T. Enokido, & J. H. Park (Eds.), Proceedings of the IEEE 29th International Conference on Advanced Information Networking and Applications Workshops (pp. 564-569). IEEE.
Ahn, J., Son, H., & Chung, A. D. (2021). Understanding public engagement on Twitter using topic modeling: The 2019 Ridgecrest earthquake case. International Journal of Information Management Data Insights, 1(2), 100033. https://doi.org/10.1016/j.jjimei.2021.100033.
Arden, M. A., Duxbury, A. M., & Soltani, H. (2014). Responses to gestational weight management guidance: A thematic analysis of comments made by women in online parenting forums. BMC Pregnancy and Childbirth, 14, 1-12. https://doi.org/10.1186/1471-2393-14-216.
Barbierato, E., Bernetti, I., & Capecchi, I. (2022). Analyzing TripAdvisor reviews of wine tours: An approach based on text mining and sentiment analysis. International Journal of Wine Business Research, 34(2), 212-236. https://doi.org/10.1108/IJWBR-04-2021-0025.
Barman, B. (n.d.). Lis Links. http://www.lislinks.com.
Barravecchia, F., Mastrogiacomo, L., & Franceschini, F. (2022). Digital voice-of-customer processing by topic modelling algorithms: Insights to validate empirical results. Journal of Quality & Reliability Management, 39(6), 1453-1470. https://doi.org/10.1108/IJQRM-07-2021-0217.
Bashri, M. F. A., & Kusumaningrum, R. (2017, May 17-19). Sentiment analysis using Latent Dirichlet allocation and topic polarity wordcloud visualization. In H. S. Lim, Y. H. Pang, Y. Rusmawati, & J. Tirtawangsa (Eds.), Proceedings of the 5th International Conference on Information and Communication Technology (ICoIC7) (pp. 1-5). IEEE.
Betts, D., Dahlen, H. G., & Smith, C. A. (2014). A search for hope and understanding: An analysis of threatened miscarriage Internet forums. Midwifery, 30(6), 650-656. https://doi.org/10.1016/j.midw.2013.12.011.
Buck, A. M., & Ralston, D. F. (2021). I didn't sign up for your research study: The ethics of using "public" data. Computers and Composition, 61, 102655. https://doi.org/10.1016/j.compcom.2021.102655.
Choi, S., Dukic, Z., & Hill, A. (2019). Professional networking with Yahoo! Groups: A case of school librarians from international schools in Hong Kong. Journal of Librarianship and Information Science, 51(4), 1077-1090. https://doi.org/10.1177/0961000618763488.
Coulson, N. S. (2005). Receiving social support online: An analysis of a computer-mediated support group for individuals living with irritable bowel syndrome. Cyberpsychology & behavior, 8(6), 580-584. https://doi.org/10.1089/cpb.2005.8.580.
Dewi, I. N., Nurcahyo, R., & Farizal. (2020, April 16-21). Word cloud result of mobile payment user review in Indonesia. Proceedings of the IEEE 7th International Conference on Industrial Engineering and Applications (ICIEA) (pp. 989-992). IEEE.
Eastham, L. A. (2011). Research using blogs for data: public documents or private musings? Research in Nursing & Health, 34(4), 353-361. https://doi.org/10.1002/nur.20443.
Garg, M., & Kanjilal, U. (2019). A framework to process text data of web discussion forums a study of LisLinks. DESIDOC Journal of Library & Information Technology, 39(06), 315-321. https://doi.org/10.14429/djlit.39.06.15145.
Garg, M., & Rangra, P. (2022). Bibliometric analysis of Latent Dirichlet allocation. DESIDOC Journal of Library & Information Technology, 42(2), 105-113. https://doi.org/10.14429/djlit.42.2.17307.
Hariharakrishnan, J., Mohanavalli, S., Srividya, & Sundhara Kumar, K. B. (2017, January 10-11). Survey of pre-processing techniques for mining big data. Proceedings of the 2017 International Conference on Computer, Communication and Signal Processing (ICCCSP) (pp. 1-5). IEEE.
Heimerl, F., Lohmann, S., Lange, S., & Ertl, T. (2014, January 6-9). Word cloud explorer: Text analytics based on word clouds. In R. H. Sprague, Jr. (Ed.), Proceedings of the 47th Hawaii International Conference on System Sciences (pp. 1833-1842). IEEE.
Hiranburana, K. (2017). Use of English in the Thai workplace. Kasetsart Journal of Social Sciences, 38(1), 31-38. https://doi.org/10.1016/j.kjss.2015.10.002.
Hvitfeldt, E., & Silge, J. (2021). Stop words. https://smltar.com/stopwords.
Ignatow, G., & Mihalcea, R. (2017). Basic text processing. In G. Ignatow, & R. Mihalcea (Eds.), Text mining: A guidebook for the social sciences (pp. 52-61). Sage.
Jelodar, H., Wang, Y., Yuan, C., Feng, X., Jiang, X., Li, Y., & Zhao, L. (2019). Latent Dirichlet allocation (LDA) and topic modeling: Models, applications, a survey. Multimedia Tools and Applications, 78(11), 15169-15211. https://doi.org/10.1007/s11042-018-6894-4.
Kahani, N., Bagherzadeh, M., Dingel, J., & Cordy, J. R. (2016, October 2-7). The problems with eclipse modeling tools: A topic analysis of eclipse forums. In J. DeAntoni (Ed.), Proceedings of the ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MODELS' 2016) (pp. 227-237). ACM.
Kim, Y. B., Lee, J., Park, N., Choo, J., Kim, J. H., & Kim, C. H. (2017). When Bitcoin encounters information in an online forum: Using text mining to analyse user opinions and predict value fluctuation. PloS One, 12(5), e0177630. https://doi.org/10.1371/journal.pone.0177630.
Lee, C. F. K. (2004). Written requests in emails sent by adult Chinese learners of English. Language, Culture and Curriculum, 17(1), 58-72. https://doi.org/10.1080/07908310408666682.
Lewis, D. D., Yang, Y., Rose, T. G., & Li, F. (2004). RCV1: A new benchmark collection for text categorization research. Journal of Machine Learning Research, 5, 361-397. https://www.jmlr.org/papers/volume5/lewis04a/lewis04a.pdf.
Li, X., & Lei, L. (2021). A bibliometric analysis of topic modelling studies (2000-2017). Journal of Information Science, 47(2), 161-175. https://doi.org/10.1177/0165551519877049.
McKenna, E., & Thomson, M. (2014). Demand response behaviour of domestic consumers with photovoltaic systems in the UK: An exploratory analysis of an Internet discussion forum. Energy, Sustainability and Society, 4, 13. https://doi.org/10.1186/2192-0567-4-13.
Miley, F., & Read, A. (2011). Using word clouds to develop proactive learners. Journal of the Scholarship of Teaching and Learning, 11(2), 91-110. https://eric.ed.gov/?idEJ932148.
Munezero, M., Kojo, T., & Mannisto, T. (2017, November 9-10). An exploratory analysis of a hybrid OSS company's forum in search of sales leads. In B. Randall (Ed.), Proceedings of the 11th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (pp. 442-447). IEEE.
Munoz-Canavate, A., Fernandez-Falero, M. R., & Hurtado-Guapo, M. A. (2017a, November 1-3). Information capture and knowledge sharing systems in the field of library and information science: The case of MEDLIB-L in medicine. In K. Liu, A. C. Salgado, J. Bernardino, & J. Filipe (Eds.), Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KMIS) (pp. 181-188). Science and Technology Publications.
Munoz-Canavate, A., Gonzalez, A. C., Hipola, P., & Miranda, E. A. C. (2017b, October 18-20). Mailing lists on the Internet - A collaboration tool that is still alive. The case of the rediris lists. In P. Isaias, & H. Weghorn (Eds.), Proceedings of the 2017 International Conference on WWW/Internet: Applied Computing (pp. 261-266). IADIS.
Omidvar, A., Garakani, M., & Safarpour, H. R. (2014). Context based user ranking in forums for expert finding using WordNet dictionary and social network analysis. Information Technology and Management, 15(1), 51-63. https://doi.org/10.1007/s10799-013-0173-x.
Ozcan-Tok, E., Ozmen, M. U., Tok, E., & Yilmaz, T. (2019). The impact of collective action and market prices: Evidence from an online agricultural discussion forum. Online Information Review, 43(4), 565-583. https://doi.org/10.1108/OIR-08-2018-0243.
Pandapotan, I. M., Alamsyah, A., & Paryasto, M. (2015, May 27-29). Indonesian music fans group identification using social network analysis in Kaskus forum. In M. A. Bijaksana, D. D. Jatmiko, A. T. Wibowo, Y. Redityamurti, M. Arzaki, & I. Asror (Eds.), Proceedings of the 3rd International Conference on Information and Communication Technology (ICoICT) (pp. 322-326). IEEE.
Porter, M. (n.d.). Snowball. https://snowballstem.org.
Press, G. (2016). Cleaning big data: Most time-consuming, least enjoyable data science task, survey says. https://www.forbes.com/sites/gilpress/2016/03/23/data-preparation-mosttime-consuming-least-enjoyable-data-science-task-surveysays/?sh28c5b0ee6f63.
Pujar, S. M., Mahesh, G., & Jayakanth, F. (2014). An exploratory analysis of messages on a prominent LIS electronic discussion list from India. DESIDOC Journal of Library & Information Technology, 34(1), 23-27. https://doi.org/10.14429/djlit.34.1.5942.
Qian, Y., & Gui, W. (2021). Identifying health information needs of senior online communities users: A text mining approach. Aslib Journal of Information Management, 73(1), 5-24. https://doi.org/10.1108/AJIM-02-2020-0057.
Saranya, M. S., & Geetha, P. (2020, July 28-30). Word cloud generation on clothing reviews using topic model. Proceedings of the 2020 International Conference on Communication and Signal Processing (ICCSP) (pp. 177-180). IEEE.
Sawant, S., & Sawant, P. (2016). Indian LIS job market and its visibility through portals and mailing lists/forums. SRELS Journal of Information Management, 53(5), 387-391. https://doi.org/10.17821/srels/2016/v53i5/96051.
Shukla, A., & Dawngliana, J. M. (2018). Do online professional forums promote professional contents effectively? An analytical study of new millennium LIS professionals (NMLIS). International Journal of Library and Information Studies, 8(1), 61-70. https://www.ijlis.org/articles/do-online-professional-forums-promote-professional-contents-effectivelyan-analytical-study-of-new-millennium-lis-profes.pdf.
Siddique, N., Shafi Ullah, F., Mahmood, K., & Ajmal Khan, M. (2020). Professional networking with emailing groups: A case of Pakistan Library Automation Group. Journal of Librarianship and Information Science, 53(3), 499-509. https://doi.org/10.1177/0961000620965668.
Singh, S., Chauhan, T., Wahi, V., & Meel, P. (2021, April 8-10). Mining tourists' opinions on popular Indian tourism hotspots using sentiment analysis and topic modeling. Proceedings of the 5th International Conference on Computing Methodologies and Communication (ICCMC) (pp. 1306-1313). IEEE.
The Editors of Encyclopaedia Britannica. (2019). Indian languages. https://www.britannica.com/topic/Indian-languages.
Wang, C., & Tang, X. (2016). Stance analysis for debates on traditional Chinese medicine at Tianya forum. In H. Nguyen, & V. Snasel (Eds.), International Conference on Computational Social Networks. CSoNet 2016: Computational Social Networks (pp. 321-332). Springer.
Zarra, T., Chiheb, R., Faizi, R., & Afia, A. E. (2018, May 2-5). Student interactions in online discussion forums: Visual analysis with LDA topic models. Proceedings of the 2018 International Conference on Learning and Optimization Algorithms: Theory and Applications (LOPAL '18) (pp. 1-5). ACM.
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