Latent dimensions of museum experience: assessing cross-cultural perspectives of visitors from tripadvisor reviews

References

• Ang, Ien. 2005. “The Predicament of Diversity: Multiculturalism in Practice at the Art Museum.” Ethnicities 5 (3): 305–320. doi:10.1177/1468796805054957.
   Web of Science ®Google Scholar
• Arun, R., Suresh, V., Veni Madhavan, C.E., Narasimha Murthy, M.N. 2010. On Finding the Natural Number of Topics with Latent Dirichlet Allocation: Some Observations. In: Advances in Knowledge Discovery and Data Mining. PAKDD 2010. Lecture Notes in Computer Science, edited by Zaki, M.J., Yu, J.X., Ravindran, B., Pudi, V, vol 6118. Berlin, Heidelberg: Springe. doi:10.1007/978-3-642-13657-3_43.
   Google Scholar
• Ayala, Iñigo, Macarena Cuenca-Amigo, and Jaime Cuenca. 2020. “Examining the State of the Art of Audience Development in Museums and Heritage Organisations: A Systematic Literature Review.” Museum Management and Curatorship 35 (3): 306–327. doi:10.1080/09647775.2019.1698312.
   Web of Science ®Google Scholar
• Batat, Wided. 2020. “How Can Art Museums Develop New Business Opportunities? Exploring Young Visitors’ Experience.” Young Consumers 21 (1): 109–131. doi:10.1108/YC-09-2019-1049.
   Web of Science ®Google Scholar
• Berland, M., de Royston, M. M., Lyons, L., Kumar, V., Hansen, D., Hooper, P., Lindgren, R., Planey, J., Quigley, K., Thompson, W., Beheshti, E., Uzzo, S., Hladik, S., Ozacar, B. H., Shanahan, M., Sengupta, P., Ahn, J., Bonsignore, E., Kraus, K., Kaczmarek-Frew, K., & Booker, A. 2020. Reframing Playful Participation in Museums: Identity, Collaboration, Inclusion, and Joy. In The Interdisciplinarity of the Learning Sciences, 14th International Conference of the Learning Sciences (ICLS) 2020, edited by Gresalfi, M. and Horn, I. S., 3, 1503–1510. Nashville, Tennessee: International Society of the Learning Sciences.
   Google Scholar
• Blei, David M. 2012. “Introduction to Probabilistic Topic Models.” Communications of the ACM 55 (4): 77–84.
   Google Scholar
• Brida, Juan Gabriel, Marta Meleddu, and Manuela Pulina. 2016. “Understanding Museum Visitors’ Experience: A Comparative Study.” Journal of Cultural Heritage Management and Sustainable Development 6 (1): 47–71. doi:10.1108/JCHMSD-07-2015-0025.
   Web of Science ®Google Scholar
• Castro, Yone, Juan Botella, and Mikel Asensio. 2016. “Re-Paying Attention to Visitor Behavior: A Re-Analysis Using Meta-Analytic Techniques.” Spanish Journal of Psychology 19: 1–9. doi:10.1017/SJP.2016.39.
   Google Scholar
• Cao, Juan, Xia Tian, Li Jintao, Zhang Yongdong, and Sheng Tang. 2009. A density-based method for adaptive LDA model selection. Neurocomputing, 72 (7–9): 1775–1781. doi:10.1016/j.neucom.2008.06.011.
   Web of Science ®Google Scholar
• Centorrino, P., A. Corbetta, E. Cristiani, and E. Onofri. 2021. “Managing Crowded Museums: Visitors Flow Measurement, Analysis, Modeling, and Optimization.” Journal of Computational Science 53 (July): 101357. doi:10.1016/J.JOCS.2021.101357.
   Google Scholar
• Cetin, Gurel, and Anil Bilgihan. 2016. “Components of Cultural Tourists’ Experiences in Destinations.” Current Issues in Tourism 19 (2): 137–154. doi:10.1080/13683500.2014.994595.
   Web of Science ®Google Scholar
• Craig Wight, A. 2020. “Visitor Perceptions of European Holocaust Heritage: A Social Media Analysis.” Tourism Management 81 (May): 104142. doi:10.1016/j.tourman.2020.104142.
   Google Scholar
• de Carlos, Pablo, Elisa Alén, Ana Pérez-González, and Beatriz Figueroa. 2019. “Cultural Differences, Language Attitudes and Tourist Satisfaction: A Study in the Barcelona Hotel Sector.” Journal of Multilingual and Multicultural Development 40 (2): 133–147. doi:10.1080/01434632.2018.1493114.
   Web of Science ®Google Scholar
• Deligiannis, Kimon, Paraskevi Raftopoulou, Christos Tryfonopoulos, Nikos Platis, and Costas Vassilakis. 2020. “Hydria: An Online Data Lake for Multi-Faceted Analytics in the Cultural Heritage Domain.” Big Data and Cognitive Computing 4 (2): 7. doi:10.3390/bdcc4020007.
   Google Scholar
• Deveaud, R., SanJuan, E. & Bellot, P. 2014. Accurate and effective latent concept modeling for ad hoc information retrieval. Document numérique, 17: 61-84. https://doi.org/10.3166/DN.17.1.61-84
   Google Scholar
• Dimache, Alexandru, Amare Wondirad, and Elizabeth Agyeiwaah. 2017. “One Museum, Two Stories: Place Identity at the Hong Kong Museum of History.” Tourism Management 63: 287–301. doi:10.1016/j.tourman.2017.06.020.
   Web of Science ®Google Scholar
• Eliseo, V., and L. Martine. 1991. Ethnographie de l’exposition. Etudes et recherche, Centre Georges Pompidou, Paris: Bibliothèque publique d'Information.
   Google Scholar
• Falk, J. H., and Lynn D Dierking. 2012. The Museum Experience Revisited. The Museum Experience Revisited. California: Left Coast Press.
   Google Scholar
• Foster, Scott, Ian Fillis, Kim Lehman, and Mark Wickham. 2020. “Investigating the Relationship Between Visitor Location and Motivations to Attend a Museum.” Cultural Trends 29: 213–233. doi:10.1080/09548963.2020.1782172.
   Web of Science ®Google Scholar
• Giaconi, Catia, Anna Ascenzi, Noemi Del Bianco, Ilaria D’Angelo, and Simone Aparecida Capellini. 2021. “Virtual and Augmented Reality for the Cultural Accessibility of People with Autism Spectrum Disorders: A Pilot Study.” International Journal of the Inclusive Museum 14 (1): 95–106. doi:10.18848/1835-2014/CGP/V14I01/95-106.
   Google Scholar
• Gil, Sergio Moreno, and J. R. Brent Ritchie. 2009. “A Comparison of Residents and Tourists.” Journal of Travel Research 47 (4): 480–493.
   Web of Science ®Google Scholar
• Griffiths, T.L. and Steyvers, M. 2004. “Finding scientific topics”. Proceedings of the National Academy of Sciences 101: 5228–5235. 10.1073/pnas.0307752101.
   PubMed Web of Science ®Google Scholar
• Guo, Yue, Stuart J. Barnes, and Qiong Jia. 2017. “Mining Meaning from Online Ratings and Reviews: Tourist Satisfaction Analysis Using Latent Dirichlet Allocation.” Tourism Management 59: 467–483. doi:10.1016/j.tourman.2016.09.009.
   Web of Science ®Google Scholar
• Gursoy, Dogan, Orhan Akova, and Ozan Atsız. 2021. “Understanding the Heritage Experience: A Content Analysis of Online Reviews of World Heritage Sites in Istanbul.” Journal of Tourism and Cultural Change 3: 1–24. doi:10.1080/14766825.2021.1937193.
   Google Scholar
• Hashemi, Seyyed Hadi, and Jaap Kamps. 2018. “Exploiting Behavioral User Models for Point of Interest Recommendation in Smart Museums.” New Review of Hypermedia and Multimedia 24 (3): 228–261. doi:10.1080/13614568.2018.1525436.
   Web of Science ®Google Scholar
• Hogg, Gill, Min Hsiu Liao, and Kevin O’Gorman. 2014. “Reading Between the Lines: Multidimensional Translation in Tourism Consumption.” Tourism Management 42: 157–164. doi:10.1016/j.tourman.2013.10.005.
   Web of Science ®Google Scholar
• ICOM. 2007. “ICOM International Statuten.” http://icom-oesterreich.at/page/icom-international-statuten.
   Google Scholar
• Imamoǧlu, Çaǧri, and Asli Canan Yilmazsoy. 2009. “Gender and Locality-Related Differences in Circulation Behavior in a Museum Setting.” Museum Management and Curatorship 24 (2): 123–138. doi:10.1080/09647770902857539.
   Google Scholar
• Jagger, Susan L., Michelle M. Dubek, and Erminia Pedretti. 2012. “‘It’s a Personal Thing’: Visitors’ Responses to Body Worlds.” Museum Management and Curatorship 27 (4): 357–374. doi:10.1080/09647775.2012.720185.
   Google Scholar
• Jeanneret, Yves, Anneliese Depoux, Jason Luckerhoff, Valérie Vitalbo, and Daniel Jacobi. 2010. “Written Signage and Reading Practices of the Public in a Major Fine Arts Museum.” Museum Management and Curatorship 25 (1): 53–67. doi:10.1080/09647770903529400.
   Google Scholar
• Jia, Susan (Sixue). 2020. “Motivation and Satisfaction of Chinese and U.S. Tourists in Restaurants: A Cross-Cultural Text Mining of Online Reviews.” Tourism Management 78: 104071. doi:10.1016/j.tourman.2019.104071.
   Web of Science ®Google Scholar
• Jiang, Chengzhi. 2018. “Bilingual Representation of Distance in Visual-Verbal Sign Systems: A Case Study of Guo Xi’s Early Spring.” Semiotica 2018 (222): 47–80. doi:10.1515/SEM-2015-0126/MACHINEREADABLECITATION/RIS.
   Google Scholar
• Juniarta, Nyoman, Miguel Couceiro, Amedeo Napoli, and Chedy Raïssi. 2018. “Sequential Pattern Mining Using FCA and Pattern Structures for Analyzing Visitor Trajectories in a Museum.” International Conference on Concept Lattices and Their Applications CLA2018: 231–242.
   Google Scholar
• Kawashima, Nobuko. 2007. “Knowing the Public. A Review of Museum Marketing Literature and Research1.” Museum Management and Curatorship 17 (1): 21–39. doi:10.1080/09647779800301701.
   Google Scholar
• Kelpšiene, Ingrida. 2019. “Exploring Archaeological Organizations’ Communication on Facebook: A Review of MOLA’s Facebook Page.” Advances in Archaeological Practice 7 (2): 203–214. doi:10.1017/aap.2019.9.
   Web of Science ®Google Scholar
• Kim, Sukran, and Jaewoo Chung. 2020. “Enhancing Visitor Return Rate of National Museums: Application of Data Envelopment Analysis to Millennials.” Asia Pacific Journal of Tourism Research 25 (1): 76–88. doi:10.1080/10941665.2019.1578812.
   Web of Science ®Google Scholar
• Kirilenko, Andrei P., Svetlana O. Stepchenkova, and Xiangyi Dai. 2021. “Automated Topic Modeling of Tourist Reviews: Does the Anna Karenina Principle Apply?” Tourism Management 83 (September 2020): 104241. doi:10.1016/j.tourman.2020.104241.
   Google Scholar
• Kirilenko, Andrei P., Svetlana O. Stepchenkova, and Juan M. Hernandez. 2019. “Comparative Clustering of Destination Attractions for Different Origin Markets with Network and Spatial Analyses of Online Reviews.” Tourism Management 72 (January): 400–410. doi:10.1016/j.tourman.2019.01.001.
   Google Scholar
• Komarac, Tanja, Durdana Ozretic-Dosen, and Vatroslav Skare. 2020. “Managing Edutainment and Perceived Authenticity of Museum Visitor Experience: Insights from Qualitative Study.” Museum Management and Curatorship 35 (2): 160–181. doi:10.1080/09647775.2019.1630850.
   Web of Science ®Google Scholar
• Korani, Zohreh, and Kimiya Mirdavoudi. 2021. “A Cup of Tea in History: Visitors’ Perception of the Iran Tea Museum and the Ho Yan Hor Museum in the Modern Age (a Comparative Study).” Museum Management and Curatorship: 1–23. doi:10.1080/09647775.2021.1969681.
   Google Scholar
• Kosmopoulos, Dimitrios, and Georgios Styliaras. 2018. “A Survey on Developing Personalized Content Services in Museums.” Pervasive and Mobile Computing 47 (July): 54–77. doi:10.1016/J.PMCJ.2018.05.002.
   Google Scholar
• Kuflik, T., Boger, Z., Zancanaro, M. (2012). Analysis and Prediction of Museum Visitors’ Behavioral Pattern Types. In Ubiquitous Display Environments. Cognitive Technologies, edited by Krüger, A., Kuflik, T. Springer: Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27663-7_10
   Google Scholar
• Kydros, Dimitrios, and Vasiliki Vrana. 2021. “A Twitter Network Analysis of European Museums.” Museum Management and Curatorship 36 (6): 569–589. doi:10.1080/09647775.2021.1894475.
   Google Scholar
• Li, Zhao, Shujin Shu, Jun Shao, Elizabeth Booth, and Alastair M. Morrison. 2021. “Innovative or Not? The Effects of Consumer Perceived Value on Purchase Intentions for the Palace Museum’s Cultural and Creative Products.” Sustainability (Switzerland) 13 (4): 1–19. doi:10.3390/SU13042412.
   Google Scholar
• Limsui, Christian Y. 2021. “Perrugia: A First-Person Strategy Game Studying Movement Patterns in Museums.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12790 LNCS: 345–354. doi:10.1007/978-3-030-77414-1_25/FIGURES/5.
   Google Scholar
• Lipovsky, Caroline. 2020. “Shaping Learning for Young Audiences: A Comparative Case Study of Children’s Texts from Two Parisian Museums.” Visitor Studies 23 (2): 237–265. doi:10.1080/10645578.2020.1819744.
   Google Scholar
• Liu, Yong, Thorsten Teichert, Matti Rossi, Hongxiu Li, and Feng Hu. 2017. “Big Data for Big Insights: Investigating Language-Specific Drivers of Hotel Satisfaction with 412,784 User-Generated Reviews.” Tourism Management 59: 554–563. doi:10.1016/j.tourman.2016.08.012.
   Web of Science ®Google Scholar
• Lunchaprasith, Thanya, and Sarakard Pasupa. 2019. “The Contribution of Social Media on Heritage Experience: A Case Study of Samchuk Community and Old Market District, Suphanburi.” Proceedings of the European Conference on E-Learning ECEL 2019-November: 329–339. doi:10.34190/EEL.19.113.
   Google Scholar
• MacLeod, Suzanne, Jocelyn Dodd, and Tom Duncan. 2015. “New Museum Design Cultures: Harnessing the Potential of Design and ‘Design Thinking’ in Museums.” Museum Management and Curatorship 30 (4): 314–341. doi:10.1080/09647775.2015.1042513.
   Web of Science ®Google Scholar
• Manna, Rosalba, and Rocco Palumbo. 2018. “What Makes a Museum Attractive to Young People? Evidence from Italy.” International Journal of Tourism Research 20 (4): 508–517. doi:10.1002/JTR.2200.
   Web of Science ®Google Scholar
• Marini, Camilla, and Deborah Agostino. 2021. “Humanized Museums? How Digital Technologies Become Relational Tools.” Museum Management and Curatorship: 1–18. doi:10.1080/09647775.2021.1969677.
   Google Scholar
• Martín-Ruiz, David, Mario Castellanos-Verdugo, and Ma de los Ángeles Oviedo-García. 2010. “A Visitors’ Evaluation Index for a Visit to an Archaeological Site.” Tourism Management 31 (5): 590–596. doi:10.1016/J.TOURMAN.2009.06.010.
   Web of Science ®Google Scholar
• Md Ali, Zuraini, Rodiah Zawawi, Nik Elyna Myeda, and Nabila Mohamad. 2019. “Adaptive Reuse of Historical Buildings: Service Quality Measurement of Kuala Lumpur Museums.” International Journal of Building Pathology and Adaptation 37 (1): 54–68. doi:10.1108/IJBPA-04-2018-0029.
   Google Scholar
• Meneses, Gonzalo Díaz, Miriam Estupiñán Ojeda, and Neringa Vilkaité-Vaitoné. 2021. “Online Museums Segmentation with Structured Data: The Case of the Canary Island’s Online Marketplace.” Journal of Theoretical and Applied Electronic Commerce Research 16 (7): 2750–2767. doi:10.3390/JTAER16070151.
   Google Scholar
• Mesmoudi, Salma, Stanislas Hommet, and Denis Peschanski. 2020. “Eye-Tracking and Learning Experience: Gaze Trajectories to Better Understand the Behavior of Memorial Visitors.” Journal of Eye Movement Research 13 (2): 1–15 doi:10.16910/JEMR.13.2.3.
   PubMedGoogle Scholar
• Moreno-Mendoza, H., Agustín Santana-Talavera, and José Molina-González. 2021. “Formation of Clusters in Cultural Heritage – Strategies for Optimizing Resources in Museums.” Journal of Cultural Heritage Management and Sustainable Development 11 (4): 580–595. doi:10.1108/JCHMSD-12-2019-0155.
   Google Scholar
• Najda-Janoszka, Marta, and Magdalena Sawczuk. 2021. “Interactive Communication Using Social Media – the Case of Museums in Southern Poland.” Museum Management and Curatorship 36: 590–609. doi:10.1080/09647775.2021.1914135.
   Web of Science ®Google Scholar
• Nakayama, Makoto, and Yun Wan. 2018. “Is Culture of Origin Associated with More Expressions? An Analysis of Yelp Reviews on Japanese Restaurants.” Tourism Management 66: 329–338. doi:10.1016/j.tourman.2017.10.019.
   Web of Science ®Google Scholar
• Nowacki, Marek, and Zygmunt Kruczek. 2021. “Experience Marketing at Polish Museums and Visitor Attractions: The Co-Creation of Visitor Experiences, Emotions and Satisfaction.” Museum Management and Curatorship 36 (1): 62–81. doi:10.1080/09647775.2020.1730228.
   Web of Science ®Google Scholar
• Oren, Gila, Amir Shani, and Yaniv Poria. 2021. “Dialectical Emotions in a Dark Heritage Site: A Study at the Auschwitz Death Camp.” Tourism Management 82 (May 2020): 104194. doi:10.1016/j.tourman.2020.104194.
   Google Scholar
• Palumbo, Rocco. 2021. “Enhancing Museums’ Attractiveness Through Digitization: An Investigation of Italian Medium and Large-Sized Museums and Cultural Institutions.” International Journal of Tourism Research 24: 202–215. doi:10.1002/JTR.2494.
   Google Scholar
• Phillips, Paul, Nuno Antonio, Ana de Almeida, and Luís Nunes. 2020. “The Influence of Geographic and Psychic Distance on Online Hotel Ratings.” Journal of Travel Research 59 (4): 722–741. doi:10.1177/0047287519858400.
   Web of Science ®Google Scholar
• Ponsignon, Frédéric, and Maud Derbaix. 2020. “The Impact of Interactive Technologies on the Social Experience: An Empirical Study in a Cultural Tourism Context.” Tourism Management Perspectives 35: 100723. doi:10.1016/j.tmp.2020.100723.
   Web of Science ®Google Scholar
• Prayag, Girish, and Giacomo Del Chiappa. 2016. “Antecedents of Heritage Tourists’ Satisfaction: The Role of Motivation, Discrete Emotions and Place Attachment.” 2016 Travel and Tourism Research Association Canada International Conference 3.
   Google Scholar
• Richards, Greg, Brian King, and Emmy Yeung. 2020. “Experiencing Culture in Attractions, Events and Tour Settings.” Tourism Management 79 (January 2019): 104104. doi:10.1016/j.tourman.2020.104104.
   Google Scholar
• Simeon, Maria I., Piera Buonincontri, Fernando Cinquegrani, and Assunta Martone. 2017. “Exploring Tourists’ Cultural Experiences in Naples Through Online Reviews.” Journal of Hospitality and Tourism Technology 8 (2): 220–238. doi:10.1108/JHTT-10-2016-0067.
   Web of Science ®Google Scholar
• Stylianou-Lambert, Theopisti. 2009. “Perceiving the Art Museum.” Museum Management and Curatorship 24 (2): 139–158. doi:10.1080/09647770902731783.
   Google Scholar
• Su, Yaohua, and Weichen Teng. 2018. “Contemplating Museums’ Service Failure: Extracting the Service Quality Dimensions of Museums from Negative on-Line Reviews.” Tourism Management 69 (August 2017): 214–222. doi:10.1016/j.tourman.2018.06.020.
   Google Scholar
• Taecharungroj, Viriya, and Boonyanit Mathayomchan. 2019. “Analysing TripAdvisor Reviews of Tourist Attractions in Phuket, Thailand.” Tourism Management 75 (April): 550–568. doi:10.1016/j.tourman.2019.06.020.
   Google Scholar
• Thurner, Mira. 2017. “Adult Audience Engagement: Learning in the Public Exhibition Space.” International Journal of the Inclusive Museum 10 (3): 1–11. doi:10.18848/1835-2014/CGP/v10i03/1-11.
   Google Scholar
• Tranta, Alexadra, Eleni Alexandri, and Konstantinos Kyprianos. 2021. “Young People and Museums in the Time of Covid-19.” Museum Management and Curatorship 36: 632–648. doi:10.1080/09647775.2021.1969679.
   Google Scholar
• Trinh, Thu Thi, and Chris Ryan. 2017. “Visitors to Heritage Sites: Motives and Involvement—A Model and Textual Analysis.” Journal of Travel Research 56 (1): 67–80. doi:10.1177/0047287515626305.
   Web of Science ®Google Scholar
• Tsiropoulou, Eirini Eleni, Athina Thanou, and Symeon Papavassiliou. 2016. “Modelling Museum Visitors’ Quality of Experience.” Proceedings – 11th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2016 November: 77–82. doi:10.1109/SMAP.2016.7753388.
   Google Scholar
• Tsiropoulou, Eirini Eleni, Athina Thanou, and Symeon Papavassiliou. 2017. “Quality of Experience-Based Museum Touring: A Human in the Loop Approach.” Social Network Analysis and Mining 7 (1): 77–82. doi:10.1007/s13278-017-0453-2.
   Google Scholar
• Villaespesa, Elena. 2019. “Museum Collections and Online Users: Development of a Segmentation Model for the Metropolitan Museum of Art.” Visitor Studies 22 (2): 233–252. doi:10.1080/10645578.2019.1668679.
   Web of Science ®Google Scholar
• Villaespesa, Elena, and Ana Álvarez. 2020. “Visitor Journey Mapping at the Museo Nacional Thyssen-Bornemisza: Bringing Cross-Departmental Collaboration to Build a Holistic and Integrated Visitor Experience.” Museum Management and Curatorship 35 (2): 125–142. doi:10.1080/09647775.2019.1638821.
   Google Scholar
• Zancanaro, Massimo, Tsvi Kuflik, Zvi Boger, Dina Goren-Bar, and Dan Goldwasser. 2007. “Analyzing Museum Visitors’ Behavior Patterns.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4511 LNCS: 238–246. doi:10.1007/978-3-540-73078-1_27.
   Google Scholar