Aspect-Based Linguistic Appraisal From Google Maps Reviews of an Indonesian Super Priority Tourism Destination: A Systemic Functional Linguistics Perspective

Authors

  • Sunardi Sunardi Universitas Dian Nuswantoro
  • Purwanto Purwanto Universitas Dian Nuswantoro
  • Ani Wijayanti Universitas Bina Sarana Informatika
  • Shaik Azahar Shaik Hussain Universiti Malaysia Sarawak
  • Faizal Risdianto Universitas Islam Negeri Salatiga
  • Teisar Arkida Universitas Sebelas Maret

DOI:

https://doi.org/10.17507/tpls.1610.15

Keywords:

appraisal theory, Google Maps reviews, tourism destination aspect, systemic functional linguistics, Borobudur Temple

Abstract

Visitor reviews on products, particularly in the tourism sector, have been widely studied to determine visitor evaluations of the services provided. However, few have linked these assessments to aspects of the product or service. This study aims at linguistically describing visitor evaluations in relation to tourist destination aspects. In a quantitative and qualitative research approach, this study applied Appraisal Theory framework in Systemic Functional Linguistics to analyze Google Maps reviews of eight-month period in 2025 on the visits of Borobudur Temple, a UNESCO world heritage site, as one of the super priority tourism destinations in Indonesia. This study reveals that Attraction received the highest positive comments compared to other aspects. This is demonstrated by the frequent use of Appreciation subcategory, which focuses on the beauty and structure of Borobudur Temple. However, this positive evaluation contrasts with the numerous negative evaluations for other destination aspects related to facilities and services. Accessibility aspect is evaluated negatively due to its challenging physical layout and poor navigation of the temple. Similarly, the Price aspect is considered negative due to the expensive entrance ticket. The human resources aspect is also considered negative due to a lack of professionalism and inconsistent service. This negative sentiment is realized by the high number of negative comments in the Judgement and Appreciation subcategories. This study concludes that there is imbalance between visitors’ awe and frustration when visiting Borobudur Temple. For tourist destination management, the findings of this study offer the managers of Borobudur Temple diagnostic points to improve the quality of Borobudur Temple services. For further research, this study recommends the need for conducting product evaluation analysis by combining aspect-based linguistic framework to build a more accurate semantics-based model of sentiment analysis in the digital tourism landscape.

Author Biographies

Sunardi Sunardi, Universitas Dian Nuswantoro

Study Program of English Language

Purwanto Purwanto, Universitas Dian Nuswantoro

Doctoral Program of Computer Science

Ani Wijayanti, Universitas Bina Sarana Informatika

Study Program of Hospitality

Shaik Azahar Shaik Hussain, Universiti Malaysia Sarawak

Faculty of Applied and Creative Arts

Faizal Risdianto, Universitas Islam Negeri Salatiga

Study Program of English Education

Teisar Arkida, Universitas Sebelas Maret

Doctoral Program of Linguistics

References

Barrego, A., & Navarra, M. C. (2021). What users say about public libraries: An analysis of Google Maps reviews. Online Information Review, 45(1), 84–98. https://doi.org/10.1108/OIR-09-2019-0291

Bigne, E., Zanfardini, M., & Andreu, L. (2024). Destination online reviews: lexicons and thematic arguments on social responsibility. Tourism Review, 80(4), 944–965. http://dx.doi.org/10.1108/TR-10-2023-0725

Board of Tourism and Creative Economy. (2021). Alasan Menparekraf fokus kembangkan 5 destinasi super prioritas [Reasons why ministry of tourism and creative economy focuses on developing the five super priority tourism destinations]. Retrieved December 15, 2025, from https://kemenpar.go.id/ragam-pariwisata/Alasan-Menparekraf-Fokus-Kembangkan-5-Destinasi-Super-Prioritas

Board of Tourism and Creative Economy. (2025). Perkembangan statistik wisatawan DPSP Borobudur tahun 2025 [Statistics of visit to Borobudur Temple in 2025]. Retrieved December 15, 2025, from https://kemenpar.go.id/statistik-wisatawan-nusantara/jumlah-perjalanan-wisatawan-nusantara-menurut-tujuan-kabupatenkota-di-kawasan-dpsp-borobudur-bulan-januari-mei-tahun-2025

Cenni, I., & Goethals, P. (2024). Sharing travel experiences on TripAdvisor: A genre analysis of negative hotel reviews written in French, Spanish and Italian. Journal of Pragmatics, 221, 76–88. https://doi.org/10.1016/j.pragma.2023.12.015

Chittiprolu, V., Samala, N., & Bellamkonda, R. S. (2021). Heritage hotels and customer experience: A text mining analysis of online reviews. International Journal of Culture, Tourism and Hospitality Research, 15(2), 131–156. https://doi.org/10.1108/IJCTHR-02-2020-0050

Corbin, J. M., & Strauss, A. (1990). Grounded theory research: Procedures, canons, and evaluative criteria. Qualitative Sociology, 13(1), 3–21. https://doi.org/10.1007/BF00988593

Fan, Q. (2025). Discourse analysis of international tourists’ cross-language perceptual dimensions and evaluation tendencies based on online reviews. In Proceedings of the 2025 International Conference on Artificial Intelligence and Computational Intelligence (pp. 273–280). Association for Computing Machinery. https://doi.org/10.1145/3730436.3730481

Ghani, E. A., Kim, J., Kwon, J., Hyde, K. F., & Cui, Y. G. (2022). Love or like: gender effects in emotional expression in online reviews. European Journal of Marketing, 56(12), 1-25. http://dx.doi.org/10.1108/EJM-01-2021-0064

Guilia, C. (2023). The language of tourism on the web: An analysis of Tripadvisor reviews [Master’s thesis]. Padua, Italy: University of Padua. Retrieved from https://thesis.unipd.it/handle/20.500.12608/44241

Guo, X., & Pesonen, J. A. (2022). The role of online travel reviews in evolving tourists’ perceived destination image. Scandinavian Journal of Hospitality and Tourism, 22(4–5), 372–392. https://doi.org/10.1080/15022250.2022.2112414

Halliday, M. A. K., & Matthiessen, C. (2004). An introduction to functional grammar (3rd ed.). London: Hodder Arnold.

Halliday, M. A. K., & Matthiessen, C. (2014). Halliday’s introduction to functional grammar (4th ed.). London: Routledge.

Istianah, A., & Suhandono. (2022). Appraisal patterns used on the Kalimantan tourism website: An ecolinguistics perspective. Cogent Arts & Humanities, 9, 1–16. https://doi.org/10.1080/23311983.2022.2146928

Jalilifar, A., & Moradi, Y. (2019). Tourism discourse revisited: An analysis of evaluative strategies in tourist brochures from a systemic functional linguistics perspective. Journal of English Studies, 17, 211–232. https://doi.org/10.18172/jes.3595

Jayathilaka, R., Dharmasena, T., Rezahi, R., & Haththotuwegama, S. (2020). The impact of online reviews on inbound travellers’ decision making. Quality & Quantity, 54(3), 1005–1021. https://doi.org/10.1007/s11135-020-00971-1

Lam, P. W. Y. (2021). Analysing the functions of online destination forums through a corpus-assisted discourse-analytic approach. Pragmatics & Society, 12(2), 242–264. https://doi.org/10.1075/ps.18064.lam

Lee, J., Benjamin, S., & Childs, M. (2020). Unpacking the Emotions behind TripAdvisor Travel Reviews: The Case Study of Gatlinburg, Tennessee. International Journal of Hospitality & Tourism Administration, 1–18. https://doi.org/10.1080/15256480.2020.1746219

Linh, V. T. M., & Nguyen, T. Q. H. (2024). A study of attitude in English restaurant reviews from the perspective of appraisal theory. Journal of Science and Technology, 22(12), 88–93. https://doi.org/10.31130/ud-jst.2024.438e

Martin, J. R., & White, R. P. (2005). The language of evaluation: Appraisal in English. Palgrave Macmillan.

Martin, J. R., & Rose, D. (2007). Working with discourse: Meaning beyond the clause. London: Continuum.

Melián-González, S., Bulchand-Gidumal, J., & López-Valcárcel, B. G. (2013). Online Customer Reviews of Hotels: As Participation Increases, Better Evaluation Is Obtained. Cornell Hospitality Quarterly, 54(3), 274–283. https://doi.org/10.1177/1938965513481498

Mocini, R. (2013). The promotional functionality of evaluative language in tourism discourse. Lingue e Linguaggi, 9, 157–172. https://doi.org/10.1285/i22390359v9p157

Morrison, A. M. (2019). Marketing and managing tourism destinations. London: Routledge.

Shin, H., Perdue, R. R., & Pandelaere, M. (2019). Managing Customer Reviews for Value Co-creation: An Empowerment Theory Perspective. Journal of Travel Research, 59(5), 1–19. https://doi.org/10.1177/0047287519867138

Smirnova, E. (2022). Clean room, uncomfortable bed: A corpus analysis of evaluation devices in hotel reviews. Pragmatics and Society, 13(2), 193–223. https://doi.org/10.1075/ps.19046.smi

Sunardi, Andono, P. N., Nugroho, R. A., & Harjo, B. (2022). Aspect-based sentiment analysis for hotel review using LDA, semantic similarity, and BERT. International Journal of Intelligent Engineering & Systems, 15(5), 232–245. https://doi.org/10.22266/ijies2022.1031.21

Thomas, M., & Kristina, D. (2024). An attitude analysis on Google Maps reviews of Singaporean tourist destinations: An appraisal perspective. In Proceedings of the third international conference on communication, language, literature, and culture (ICCoLliC 2024), Advances in social science, education, and humanities research (pp. 240–258). Atlantis Press. https://doi.org/10.2991/978-2-38476-321-4_17

Toribio, M. I. H., & Mariottini, L. (2025). Speech Act Set in TripAdvisor Conflictive Exchanges: A Contrastive Pragmatic Analysis between Spanish and Italian. Contrastive Pragmatic, 6, 212–252. https://doi.org/10.1163/26660393-00001059

Wan, Y. N. (2025). The evaluative language of dark tourism: exploring visitors’ attitudinal meanings of Holocaust memorials. Current Issues in Tourism, 1–21. https://doi.org/10.1080/13683500.2025.2541063

White, P. R. (2025). Appraisal theory and the analysis of point of view in news and views journalism – unpacking journalistic “persuasiveness”. Language & Communication, 100, 95–107. https://doi.org/10.1016/j.langcom.2024.11.005

World Tourism Organization. (2007). A practical guide to tourism destination management. Madrid: UNWTO.

Zhai, M., Wang, X., & Zhao, X. (2024). The importance of online customer reviews characteristics on remanufactured product sales: Evidence from the mobile phone market on Amazon.com. Journal of Retailing and Consumer Services, 77. https://doi.org/10.1016/j.jretconser.2023.103677

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Published

2026-10-02

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