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Journals / Advances in Hospitality and Tourism Research (AHTR) / 2026 / Volume: 13 Issue: 2

Individualized Tourist Experience Route Recommendation : İstiklal Street in Beyoğlu

Özlem İkizler Kumcu(BURSA TEKNİK ÜNİVERSİTESİ)0000-0002-0012-8261
Özge Ceylin Yıldırım(YILDIZ TEKNİK ÜNİVERSİTESİ)0000-0002-8721-9552
Selin Yıldız(YILDIZ TECHNICAL UNIVERSITY)0000-0001-6913-6940
Pages
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Publication Date
2025-06-12
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

Newly proposed routes for historic city centers aim to provide a more personalized tourism experience by revealing hidden gems based on tourists' senses and 4E preferences.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:Linear tourist routes in cities are a significant obstacle to spreading social functions such as culture, trade, shopping, and entertainment.
📊
Key Findings & Data:In addition, the importance of multi-sensory experience associated with the concept of 4E (Entertainment, Education, Esthetic, and Escapist) in tourism is emphasized.
💡
Conclusion & Impact:Newly proposed routes for historic city centers aim to provide a more personalized tourism experience by revealing hidden gems based on tourists' senses and 4E preferences.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:route tourism · route generation model · personalized routes

Abstract

Linear tourist routes in cities are a significant obstacle to spreading social functions such as culture, trade, shopping, and entertainment. To address this issue, the study proposes a novel approach that creates personalized, multi-sensory experience routes to revitalize the interaction between place and tourist. The purpose of the study is to design a route-generation model that draws multi-sensory and personalized experience routes. In addition, the importance of multi-sensory experience associated with the concept of 4E (Entertainment, Education, Esthetic, and Escapist) in tourism is emphasized. The design of the model was carried out with datasets collected from 80 different small and medium-sized workshops in four different themes, each containing 20 points of interest (POI), located in Beyoğlu which is one of the important historical centers of Istanbul. In this way, the route generation model allows tourists to have a multi-sensory experience; it provides personalization according to the content, location, time, and budget preferences of the tourists, and experience routes are drawn. Newly proposed routes for historic city centers aim to provide a more personalized tourism experience by revealing hidden gems based on tourists' senses and 4E preferences.

🔖

Cite This Article

Kumcu, Ö. İ., Yıldırım, Ö. C., Yıldız, S. (2025). Individualized Tourist Experience Route Recommendation : İstiklal Street in Beyoğlu. Advances in Hospitality and Tourism Research (AHTR), Volume: 13 Issue: 2. https://doi.org/10.30519/ahtr.1432785

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References (82)

  1. Agapito, D., Mendes, J., Pinto, P., & de Almeida, H. (2016). The sensory dimension of consumer experiences in rural tourist destinations. Tourismos. An international multidisciplinary journal of tourism, 11 (4), 43-63.
  2. Agapito, D., & Chan, C. S. (2019). A multisensory approach to responsible management in community-based tourism: a case study in Hong Kong. Journal of Tourism Quarterly, 1(1-2), 1-13.
  3. Agapito, D. (2020). The senses in tourism design: A bibliometric review. Annals of Tourism Research, 83, 102934. doi:10.1016/j.annals.2020.102934
  4. Andrades, L., & Dimanche, F. (2014). Co-creation of experience value: A tourist behavior approach. Creating Experience Value in Tourism, 83-97. doi:10.1079/9781786395030.0083
  5. Apostolopoulou, A., & Papadimitriou, D. (2014). The role of destination personality in predicting tourist behavior: Implications for branding mid-sized urban destinations. Current Issues in Tourism, 18(12), 1132-1151. doi:10.1080/13683500.2013.878319
  6. Ardissono, L., Kuflik, T., & Petrelli, D. (2011). Personalization in cultural heritage: The road traveled and the one ahead. User Modeling and User-Adapted Interaction, 22(1-2), 73-99. doi:10.1007/s11257-011-9104-x
  7. Aydın, D., & Omuris, E. (2020). The Mediating Role of Meaning in Life in The Relationship Between Memorable Tourism Experiences and Subjective Well-Being. Advances in Hospitality and Tourism Research (AHTR), 8(2), 314-337.
  8. Ballantyne, R., Packer, J., & Sutherland, L. A. (2011). Visitors’ memories of wildlife tourism: Implications for the design of powerful interpretive experiences. Tourism Management, 32(4), 770-7.
  9. Batet, M., Moreno, A., Sánchez, D., Isern, D., & Valls, A. (2012). Turist@: Agent-based personalized recommendation of tourist activities. Expert Systems with Applications, 39(8), 7319-7329. doi:10.1016/j.eswa.2012.01.086
  10. Beyoğlu Mekansal Strateji Planı (Beyoglu Spatial Strategy Plan) (2023). Retrieved October 25, 2024, from https://www.beyoglusenin.ist/upload/Node/46252/files/BS_MEKANSAL_STRATEJI_PLANI_21x26_CM_FINAL_DIGITAL+2.pdf
  11. Binkhorst, E., & Den Dekker, T. (2009). Agenda for co-creation tourism experience research. Journal of Hospitality Marketing and Management, 18(2), 311–327. doi:10.1080/19368620802594193
  12. Bruin, A. D., & Jelinčić, D. A. (2016). Toward extending creative tourism: Participatory experience tourism. Tourism Review, 71(1), 57-66. doi:10.1108/tr-05-2015-0018
  13. Buonincontri, P., Morvillo, A., Okumus, F., & Niekerk, M. V. (2017). Managing the experience co-creation process in tourism destinations: Empirical findings from Naples. Tourism Management, 62, 264-277. doi:10.1016/j.tourman.2017.04.014
  14. Cabiddu, F., Lui, T., & Piccoli, G. (2013). Managing Value Co-Creation In The Tourism Industry. Annals of Tourism Research, 42, 86-107. doi:10.1016/j.annals.2013.01.001
  15. Campos, A. C., Mendes, J., Valle, P. O., & Scott, N. (2015). Co-creation of tourist experiences: A literature review. Current Issues in Tourism, 21(4), 369-400. doi:10.1080/13683500.2015.1081158
  16. Cezar, M. (1991). XIX. Yuzyil Beyoglusu. Ak Yayinlari.
  17. Cohen, E. (1979). A Phenomenology of Tourist Experiences. Sociology, 13(2), 179-201. doi:10.1177/003803857901300203
  18. Dann, G., & Jacobsen, J. K. (2003). Tourism smellscapes. Tourism Geographies, 5(1), 3-25. doi:10.1080/1461668032000034033
  19. Davies, N., Cheverst, K., Mitchell, K., & Friday, A. (1999). 'Caches in the air': Disseminating tourist information in the GUIDE system. Proceedings WMCSA'99. Second IEEE Workshop on Mobile Computing Systems and Applications. doi:10.1109/mcsa.1999.749273
  20. Fesenmaier, D. R., & Xiang, Z. (2017). Design science in tourism: Foundations of destination management. Springer International Publishing, Switzerland.
  21. Goldstein, E. B. (2014). Sensation and perception. Wadsworth.
  22. Hasriyanti, N., Judhi, J., & Zulestari, A. (2018). Application of Tourism System in Scenic Route in the Cultural and Old Tourism Areas in Pontianak. Proceedings of the Built Environment, Science and Technology International Conference. doi:10.5220/0008904900320038
  23. Handler, R., & Saxton, W. (1988). Dissimulation: reflexivity, narrative, and the quest for authenticity in "living history". Cultural Anthropology, 3(3), 242-260
  24. He, M., Li, J., Li, J., & Chen, H. (2019). A comparative study on the effect of soundscape and landscape on tourism experience. International Journal of Tourism Research, 21(1), 11-22. doi:10.1002/jtr.2237
  25. Hillier, B., Penn, A., Hanson, J., Grajewski, T., & Xu, J. (1993). Natural movement: Or, configuration and attraction in urban pedestrian movement. Environment and Planning B: Planning and Design, 20(1), 29-66. doi:10.1068/b200029
  26. Hillier, B., Leaman, A., Stansall, P., & Bedford, M. (1976). Space syntax. Environment and Planning B: Planning and Design, 3(2), 147-185. doi:10.1068/b030147
  27. Hoarau-Heemstra, H., & Eide, D. (2016). Values and concern: Drivers of innovation in experience-based tourism. Tourism and Hospitality Research, 19(1), 15-26. doi:10.1177/1467358416683768
  28. Jiang, J. (2020). The role of natural soundscape in nature-based tourism experience: An extension of the stimulus–organism–response model. Current Issues in Tourism, 1-20. doi:10.1080/13683500.2020.1859995
  29. Kartal, A. N. (2021). Changes, Losses, and Challenges on Transformation of the Urban Place: A Narrative on Istiklal Street, Istanbul from the 1900s Until Today. Urbe. Revista Brasileira de Gestão Urbana, 13. doi:10.1590/2175-3369.013.e20190335
  30. Kim, J., & Fesenmaier, D. R. (2016). Tourism Experience and Tourism Design. Design Science in Tourism Tourism on the Verge, 17-29. doi:10.1007/978-3-319-42773-7_2
  31. Kim, J., & Kerstetter, D. L. (2016). Multisensory Processing Impacts on Destination Image and Willingness to Visit. International Journal of Tourism Research, 18(1), 52-61. doi:10.1002/jtr.2032
  32. Kim, J. H., Ritchie, J. B., & McCormick, B. (2012). Development of a scale to measure memorable tourism experiences. Journal of Travel research, 51(1), 12-25 doi: 10.1177/0047287510385467
  33. Lee, C., Chang, Y., & Wang, M. (2009). Ontological recommendation multi-agent for Tainan City travel. Expert Systems with Applications, 36(3), 6740-6753. doi:10.1016/j.eswa.2008.08.016
  34. Liu, H., Li, J., & Peng, J. (2015). A novel recommendation system for the personalized smart tourism route: Design and implementation. 2015 IEEE 14th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). doi:10.1109/icci-cc.2015.7259400
  35. Loureiro, S. M. (2020). How does the experience and destination authenticity influence “affect”? Anatolia, 31(3), 449-465. doi:10.1080/13032917.2020.1760903
  36. Lu, E. H., Fang, S., & Tseng, V. S. (2016). Integrating tourist packages and tourist attractions for personalized trip planning based on travel constraints. GeoInformatica, 20(4), 741-763. doi:10.1007/s10707-016-0262-1
  37. Lv, X., Li, C., & Mccabe, S. (2020). Expanding theory of tourists’ destination loyalty: The role of sensory impressions. Tourism Management, 77, 104026. doi:10.1016/j.tourman.2019.104026
  38. Madjoub, W. (2015). New Tourists and New Tourism Strategies for Cultural Routes, Collective, Cultural Routes
  39. Management: From Theory to Practice, Council of Europe.
  40. Mateiro, B., Kastenholz, E., & Breda, Z. (2017). The sensory dimension of the tourist experience in mountain destinations: The case of Serra da Estrela Natural Park. Revista Turismo & Desenvolvimento (RT&D). Journal of Tourism & Development, 27, 2027 – 2038.
  41. Mckercher, B., & Lau, G. (2008). Movement Patterns of Tourists within a Destination. Tourism Geographies, 10(3), 355-374. doi:10.1080/14616680802236352
  42. Meacci, L., & Liberatore, G. (2018). A senses-based model for experiential tourism. Tourism & Management Studies, 14(4), 7-14.
  43. Mehmetoglu, M., & Engen, M. (2011). Pine and Gilmore's Concept of Experience Economy and Its Dimensions: An Empirical Examination in Tourism. Journal of Quality Assurance in Hospitality & Tourism, 12(4), 237-255. doi:10.1080/1528008x.2011.541847
  44. Meyer, D. (2004). Tourism routes and gateways: Key issues for the development of tourism routes and gateways and their potential for pro-poor tourism. ODI discussion paper.1-31.
  45. Morgan, M., Elbe, J., & Curiel, J. D. (2009). Has the experience economy arrived? The views of destination managers in three visitor-dependent areas. International Journal of Tourism Research, 11(2), 201-216. doi:10.1002/jtr.719
  46. Murray, M., & Graham, B. (1997). Exploring the dialectics of route-based tourism: The Camino de Santiago. Tourism Management, 18(8), 513-524. doi:10.1016/s0261-5177(97)00075-7
  47. Norberg-Schulz, C. (1980). Genius Loci-Towards a Phenomenology of Architecture, Rizzoli, New York.
  48. Oh, H., Fiore, A. M., & Jeoung, M. (2007). Measuring experience economy concepts: Tourism applications. Journal of travel research, 46(2), 119-132.doi: 10.1177/0047287507304039
  49. Pan, S., & Ryan, C. (2009). Tourism Sense‐Making: The Role Of The Senses And Travel Journalism. Journal of Travel & Tourism Marketing, 26(7), 625-639. doi:10.1080/10548400903276897
  50. Panagiotopoulou, M., & Stratigea, A. (2017). Spatial Data Management and Visualization Tools and Technologies for Enhancing Participatory e-Planning in Smart Cities. Progress in IS Smart Cities in the Mediterranean, 31-57. doi:10.1007/978-3-319-54558-5_2
  51. Pine, B. J., & Gilmore, J. H. (1998). Welcome to the experience economy. Harvard Business Review Press.
  52. Poon, A. (2003). Chapter 8. Competitive Strategies for a ‘New Tourism’. Classic Reviews in Tourism, 130-142. doi:10.21832/9781873150467-009
  53. Rahmani, K., Gnoth, J., & Mather, D. (2018). Hedonic and eudaimonic well-being: A psycholinguistic view. Tourism Management, 69, 155-166.doi: 10.1016/j.tourman.2018.06.008
  54. Rey-Lopez, M., Barragans-Martinez, A., Peleteiro, A., Mikic-Fonte, F., & Burguillo, J. (2011). More Tourism: Mobile Recommendations for Tourism. In: 2011 IEEE İnternational Conference On Consumer Electronics (ICCE);347–358.
  55. Richards, V., Pritchard, A., & Morgan, N. (2010). (Re)Envisioning tourism and visual impairment. Annals of Tourism Research, 37(4), 1097-1116. doi:10.1016/j.annals.2010.04.011
  56. Rodaway, P. (2011). Sensuous geographies: Body, sense, and place. Routledge, Taylor & Francis Group.
  57. Rodríguez, B., Molina, J., Pérez, F., & Caballero, R. (2012). Interactive design of personalised tourism routes. Tourism Management, 33(4), 926-940. doi:10.1016/j.tourman.2011.09.014
  58. Schmitt, B. (1999). Experiential marketing. Journal of marketing management, 15(1-3), 53-67.
  59. Schneider, J., & Schröder, F. (2003). The M-To Guide Project-Development and Deployment of an European Mobile Tourism Guide. In: Evolution of Broadband Services, Eurescom Summer 2003. Heidelberg, Germany.
  60. Sharpley, R., & Stone, P. R. (2015). Tourist experience: Contemporary perspectives. Routledge.
  61. Small, J., Darcy, S., & Packer, T. (2012). The embodied tourist experiences of people with vision impairment: Management implications beyond the visual gaze. Tourism Management, 33(4), 941-950. doi:10.1016/j.tourman.2011.09.015
  62. Smith, M. (2007). Sensory history. Oxford: Berg Publishers.
  63. Su, X., & Zhang, H. (2020). Tea drinking and the tastescapes of wellbeing in tourism. Tourism Geographies, 1-21. doi:10.1080/14616688.2020.1750685
  64. Sørensen, F., & Jensen, J. F. (2015). Value creation and knowledge development in tourism experience encounters. Tourism Management, 46, 336-346. doi:10.1016/j.tourman.2014.07.009
  65. Tanyeli, U. (2017). Yıkarak yapmak: Anarşist bir mimarlık kuramı için altlık. Metis Yayınları.
  66. Tarantino, E., Falco, I. D., & Scafuri, U. (2019). A mobile personalized tourist guide and its user evaluation. Information Technology & Tourism, 21(3), 413-455. doi:10.1007/s40558-019-00150-5
  67. Tekeli, I., & Eyice, S. (1994). Dünden bugüne İstanbul ansiklopedisi. Kültür Bakanlığı ve Tarih Vakfı'nın ortak yayınıdır.
  68. Tekin, I., & Gültekin, A. A. (2017). Rebuilding Of Beyoğlu-İstiklal Street: A Comparative Analysis Of Urban Transformation Through Sections Along The Street 2004-2014. Metu Journal Of The Faculty Of Architecture, 34(2) 153-179. doi:10.4305/metu.jfa.2017.2.12
  69. Tsai, C., & Chung, S. (2012). A personalized route recommendation service for theme parks using RFID information and tourist behavior. Decision Support Systems, 52(2), 514-527. doi:10.1016/j.dss.2011.10.013
  70. Tung, V. W., & Ritchie, J. B. (2011). Exploring the essence of memorable tourism experiences. Annals of Tourism Research, 38(4), 1367-1386. doi:10.1016/j.annals.2011.03.009
  71. Tussyadiah, I. P. (2013). Toward a Theoretical Foundation for Experience Design in Tourism. Journal of Travel Research, 53(5), 543-564. doi:10.1177/0047287513513172
  72. Tzschentke, N. A., Kirk, D., & Lynch, P. A. (2008). Going green: Decisional factors in small hospitality operations. International Journal of Hospitality Management, 27(1), 126-133. doi:10.1016/j.ijhm.2007.07.010
  73. Urry, J. (2002). The tourist gaze (2nd ed.). London: Sage Publications
  74. Uysal, U. E. (2013). Urban Tourism Promotion: What Makes the Difference. Current Research Journal of Social Sciences, 5(1), 17-27. doi:10.19026/crjss.5.5535
  75. Volo, S. (2009). Conceptualizing Experience: A Tourist Based Approach. Journal of Hospitality Marketing & Management, 18(2-3), 111-126. doi:10.1080/19368620802590134
  76. Wang, D., Fesenmaier, D. R., Werthner, H., & Wöber, K. (2010). The Journal of Information Technology & Tourism: A Content Analysis of the Past 10 Years. Information Technology & Tourism, 12(1), 3-16. doi:10.3727/109830510x12747489979547
  77. Wong, C. U., & Mckercher, B. (2012). Day tour itineraries: Searching for the balance between commercial needs and experiential desires. Tourism Management, 33(6), 1360-1372. doi:10.1016/j.tourman.2011.12.019
  78. Wörndl, W., Hefele, A., & Herzog, D. (2017). Recommending a sequence of interesting places for tourist trips. Information Technology & Tourism, 17(1), 31-54. doi:10.1007/s40558-017-0076-5
  79. Xia, J. C., Zeephongsekul, P., & Packer, D. (2011). Spatial and temporal modelling of tourist movements using Semi-Markov processes. Tourism Management, 32(4), 844-851. doi:10.1016/j.tourman.2010.07.009
  80. Yuan, Y., Tseng, Y., & Ho, C. (2019). Tourism information technology research trends: 1990-2016. Tourism Review, 74(1), 5-19. doi:10.1108/tr-08-2017-0128
  81. Zheng, W., Liao, Z., & Qin, J. (2017). Using a four-step heuristic algorithm to design personalized day tour route within a tourist attraction. Tourism Management, 62, 335-349. doi:10.1016/j.tourman.2017.05.006
  82. Zheng, W., Ji, H., Lin, C., Wang, W., & Yu, B. (2020). Using a heuristic approach to design personalized urban tourism itineraries with hotel selection. Tourism Management, 76, 103956. doi:10.1016/j.tourman.2019.103956