{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T02:40:18Z","timestamp":1776739218871,"version":"3.51.2"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T00:00:00Z","timestamp":1773446400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T00:00:00Z","timestamp":1773446400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"ROIS-DS-JOINT","award":["038RP2024"],"award-info":[{"award-number":["038RP2024"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Rev Socionetwork Strat"],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1007\/s12626-026-00207-y","type":"journal-article","created":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T08:19:18Z","timestamp":1773476358000},"page":"169-179","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Effect of Covid-19 Pandemic on Tourism-Related Posts in Japan: Analysis Based on Questions Andanswers on Q&A Websites"],"prefix":"10.1007","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-5488-7220","authenticated-orcid":false,"given":"Kenji","family":"Yoshimi","sequence":"first","affiliation":[]},{"given":"Kazuya","family":"Tanimoto","sequence":"additional","affiliation":[]},{"given":"Yasuhiro","family":"Tanaka","sequence":"additional","affiliation":[]},{"given":"Kenichi","family":"Iwai","sequence":"additional","affiliation":[]},{"given":"Shoji","family":"Ueda","sequence":"additional","affiliation":[]},{"given":"Daiji","family":"Hario","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,3,14]]},"reference":[{"key":"207_CR1","doi-asserted-by":"publisher","first-page":"100033","DOI":"10.1016\/j.crbeha.2021.100033","volume":"2","author":"J Abbas","year":"2021","unstructured":"Abbas, J., Mubeen, R., Iorember, P. T., Raza, S., & Mamirkulova, G. (2021). Exploring the impact of COVID-19 on tourism: Transformational potential and implications for a sustainable recovery of the travel and leisure industry. Current Research in Behavioral Sciences, 2, 100033\u2013100033. https:\/\/doi.org\/10.1016\/j.crbeha.2021.100033","journal-title":"Current Research in Behavioral Sciences"},{"key":"207_CR2","doi-asserted-by":"publisher","DOI":"10.1016\/j.mex.2022.101894","volume":"9","author":"T Ali","year":"2022","unstructured":"Ali, T., Omar, B., & Soulaimane, K. (2022). Analyzing tourism reviews using an LDA topic-based sentiment analysis approach. MethodsX, 9, Article 101894. https:\/\/doi.org\/10.1016\/j.mex.2022.101894","journal-title":"MethodsX"},{"issue":"1","key":"207_CR3","doi-asserted-by":"publisher","DOI":"10.1186\/s12879-022-07799-0","volume":"22","author":"A Anzai","year":"2022","unstructured":"Anzai, A., Jung, S., & Nishiura, H. (2022). Go to travel campaign and the geographic spread of COVID-19 in Japan. BMC Infectious Diseases, 22(1), Article 808. https:\/\/doi.org\/10.1186\/s12879-022-07799-0","journal-title":"BMC Infectious Diseases"},{"key":"207_CR4","doi-asserted-by":"crossref","unstructured":"Bartik, A. W., Bertrand, M., Cullen, Z. B., Glaeser, E. L., Luca, M., & Stanton, C. T. (2020). How are small businesses adjusting to COVID-19? Early evidence from a survey (No. w26989). National Bureau of Economic Research","DOI":"10.3386\/w26989"},{"key":"207_CR5","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2022.1029945","volume":"13","author":"M Chu","year":"2022","unstructured":"Chu, M., Chen, Y., Yang, L., & Wang, J. (2022). Language interpretation in travel guidance platform: Text mining and sentiment analysis of TripAdvisor reviews. Frontiers in Psychology, 13, Article 1029945. https:\/\/doi.org\/10.3389\/fpsyg.2022.1029945","journal-title":"Frontiers in Psychology"},{"key":"207_CR6","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv.2203.05794","author":"M Grootendorst","year":"2022","unstructured":"Grootendorst, M. (2022). BERTopic: Neural topic modeling with a class-based TF-IDF procedure. arXiv. https:\/\/doi.org\/10.48550\/arxiv.2203.05794","journal-title":"arXiv"},{"key":"207_CR7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jort.2022.100522","volume":"41","author":"X Fan","year":"2023","unstructured":"Fan, X., Lu, J., Qiu, M., & Xiao, X. (2023). Changes in travel behaviors and intentions during the COVID-19 pandemic and recovery period: A case study of China. Journal of Outdoor Recreation and Tourism, 41, Article 100522. https:\/\/doi.org\/10.1016\/j.jort.2022.100522","journal-title":"Journal of Outdoor Recreation and Tourism"},{"key":"207_CR8","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1016\/j.eap.2023.07.008","volume":"79","author":"Y Funashima","year":"2023","unstructured":"Funashima, Y., & Hiraga, K. (2023). Did the Japanese government\u2019s travel subsidy increase the number of hotel guests and infection during the COVID-19 pandemic? Economic Analysis and Policy, 79, 1005\u20131025. https:\/\/doi.org\/10.1016\/j.eap.2023.07.008","journal-title":"Economic Analysis and Policy"},{"issue":"1","key":"207_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/09669582.2020.1758708","volume":"29","author":"S G\u00f6ssling","year":"2020","unstructured":"G\u00f6ssling, S., Scott, D., & Hall, C. M. (2020). Pandemics, tourism and global change: A rapid assessment of COVID-19. Journal of Sustainable Tourism, 29(1), 1\u201320. https:\/\/doi.org\/10.1080\/09669582.2020.1758708","journal-title":"Journal of Sustainable Tourism"},{"issue":"11","key":"207_CR10","doi-asserted-by":"publisher","first-page":"510","DOI":"10.2188\/jea.JE20220064","volume":"32","author":"C Ghaznavi","year":"2022","unstructured":"Ghaznavi, C., Yoneoka, D., Tanoue, Y., Gilmour, S., Kawashima, T., Eguchi, A., Kawamura, Y., Miyata, H., & Nomura, S. (2022). Inter-prefectural travel and network connectedness during the COVID-19 pandemic in Japan. Journal of Epidemiology, 32(11), 510\u2013518.","journal-title":"Journal of Epidemiology"},{"key":"207_CR11","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1016\/j.jhtm.2022.02.024","volume":"50","author":"S Han","year":"2022","unstructured":"Han, S., Yoon, A., Kim, M. J., & Yoon, J. H. (2022). What influences tourist behaviors during and after the COVID-19 pandemic? Focusing on theories of risk, coping, and resilience. Journal of Hospitality and Tourism Management, 50, 355\u2013365. https:\/\/doi.org\/10.1016\/j.jhtm.2022.02.024","journal-title":"Journal of Hospitality and Tourism Management"},{"issue":"1","key":"207_CR12","doi-asserted-by":"publisher","first-page":"23","DOI":"10.2208\/journalofjsce.23-00186","volume":"12","author":"M Huo","year":"2024","unstructured":"Huo, M., Sakakibara, H., & Tsukai, M. (2024). Analysis of the tourism experiences of Chinese tourists to Japan using natural language processing techniques: Focusing on local regions. Journal of JSCE, 12(1), 23\u201300186. https:\/\/doi.org\/10.2208\/journalofjsce.23-00186","journal-title":"Journal of JSCE"},{"key":"207_CR13","unstructured":"Japan Tourism Agency. (2021). White paper on tourism in Japan, 2021(summary). https:\/\/www.mlit.go.jp\/kankocho\/en\/siryou\/content\/001312296.pdf (accessed 30-09-2024)"},{"key":"207_CR14","first-page":"41","volume":"14","author":"G Kawamura","year":"2024","unstructured":"Kawamura, G. (2024). Toward the post-COVID-19 tourism studies in Japan: From \u201cmicro-tourism\u201d to \u201cavoiding the three Cs-tourism.\u201d Journal of Living Folklore, 14, 41\u201351. Japanese.","journal-title":"Journal of Living Folklore"},{"key":"207_CR15","doi-asserted-by":"publisher","unstructured":"LY Corporation. (2023, 2024). Yahoo! Chiebukuro data (3rd edition). Informatics Research Data Repository, National Institute of Informatics. . https:\/\/doi.org\/10.32130\/idr.1.3","DOI":"10.32130\/idr.1.3"},{"key":"207_CR16","doi-asserted-by":"publisher","DOI":"10.1016\/j.annals.2021.103326","volume":"92","author":"T Matsuura","year":"2022","unstructured":"Matsuura, T., & Saito, H. (2022). The COVID-19 pandemic and domestic travel subsidies. Annals of Tourism Research, 92, Article 103326. https:\/\/doi.org\/10.1016\/j.annals.2021.103326","journal-title":"Annals of Tourism Research"},{"key":"207_CR17","unstructured":"Nippon travel agency co., ltd. (2020). Go to travel campaign. https:\/\/www.ntainbound.com\/headlines\/go-to-travel-campaign\/ (accessed 2024-09-30)"},{"key":"207_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2020.120469","volume":"163","author":"M \u0160kare","year":"2021","unstructured":"\u0160kare, M., Soriano, D. R., & Porada-Rocho\u0144, M. (2021). Impact of COVID-19 on the travel and tourism industry. Technological Forecasting and Social Change, 163, Article 120469. https:\/\/doi.org\/10.1016\/j.techfore.2020.120469","journal-title":"Technological Forecasting and Social Change"},{"issue":"5","key":"207_CR19","doi-asserted-by":"publisher","DOI":"10.3390\/su12051821","volume":"12","author":"I Sutherland","year":"2020","unstructured":"Sutherland, I., Sim, Y., Lee, S. K., Byun, J., & Kiatkawsin, K. (2020). Topic modeling of online accommodation reviews via latent Dirichlet allocation. Sustainability, 12(5), Article 1821. https:\/\/doi.org\/10.3390\/su12051821","journal-title":"Sustainability"},{"key":"207_CR20","doi-asserted-by":"publisher","first-page":"101837","DOI":"10.1016\/j.irfa.2021.101837","volume":"80","author":"JJ Szczygielski","year":"2022","unstructured":"Szczygielski, J. J., Charteris, A., Bwanya, P. R., & Brzeszczy\u0144ski, J. (2022). The impact and role of COVID-19 uncertainty: A global industry analysis. International Review of Financial Analysis, 80, 101837\u2013101837. https:\/\/doi.org\/10.1016\/j.irfa.2021.101837","journal-title":"International Review of Financial Analysis"},{"key":"207_CR21","doi-asserted-by":"publisher","DOI":"10.1016\/j.tourman.2020.104261","volume":"83","author":"D Zheng","year":"2021","unstructured":"Zheng, D., Luo, Q., & Ritchie, B. W. (2021). Afraid to travel after COVID-19? Self-protection, coping and resilience against pandemic \u2018travel fear.\u2019 Tourism Management, 83, Article 104261. https:\/\/doi.org\/10.1016\/j.tourman.2020.104261","journal-title":"Tourism Management"},{"issue":"3","key":"207_CR22","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1177\/0047287521995562","volume":"61","author":"D Zheng","year":"2021","unstructured":"Zheng, D., Luo, Q., & Ritchie, B. W. (2021). The role of trust in mitigating perceived threat, fear, and travel avoidance after a pandemic outbreak: A multigroup analysis. Journal of Travel Research, 61(3), 581\u2013596. https:\/\/doi.org\/10.1177\/0047287521995562","journal-title":"Journal of Travel Research"}],"container-title":["The Review of Socionetwork Strategies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12626-026-00207-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12626-026-00207-y","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12626-026-00207-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T01:59:53Z","timestamp":1776736793000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12626-026-00207-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,14]]},"references-count":22,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2026,4]]}},"alternative-id":["207"],"URL":"https:\/\/doi.org\/10.1007\/s12626-026-00207-y","relation":{},"ISSN":["2523-3173","1867-3236"],"issn-type":[{"value":"2523-3173","type":"print"},{"value":"1867-3236","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,14]]},"assertion":[{"value":"31 March 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 February 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 March 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}