17.1.6.6 Tourist Recommendations

Chapter Contents (Back)
Tourism. Recommendations.

Huang, H.S.[Hao-Sheng],
Context-Aware Location Recommendation Using Geotagged Photos in Social Media,
IJGI(5), No. 11, 2016, pp. 195.
DOI Link 1612
BibRef

Rawat, Y.S., Kankanhalli, M.S.,
ClickSmart: A Context-Aware Viewpoint Recommendation System for Mobile Photography,
CirSysVideo(27), No. 1, January 2017, pp. 149-158.
IEEE DOI 1701
Cameras BibRef

Nie, W.Z.[Wei-Zhi], Ding, H.[Hai], Song, D.[Dan], Long, X.J.[Xing-Jian],
Location emotion recognition for travel recommendation based on social network,
SIViP(13), No. 7, October 2019, pp. 1259-1266.
WWW Link. 1911
BibRef

Rajaonarivo, L.[Landy], Fonteles, A.[André], Sallaberry, C.[Christian], Bessagnet, M.N.[Marie-Noëlle], Roose, P.[Philippe], Etcheverry, P.[Patrick], Marquesuzaà, C.[Christophe], Lacayrelle, A.L.[Annig Le_Parc], Cayèré, C.[Cécile], Coudert, Q.[Quentin],
Recommendation of Heterogeneous Cultural Heritage Objects for the Promotion of Tourism,
IJGI(8), No. 5, 2019, pp. xx-yy.
DOI Link 1906
BibRef

Liu, C.Y.[Chun-Yang], Liu, J.P.[Ji-Ping], Wang, J.[Jian], Xu, S.H.[Sheng-Hua], Han, H.[Houzeng], Chen, Y.[Yang],
An Attention-Based Spatiotemporal Gated Recurrent Unit Network for Point-of-Interest Recommendation,
IJGI(8), No. 8, 2019, pp. xx-yy.
DOI Link 1909
BibRef

Liu, C.Y.[Chun-Yang], Liu, J.P.[Ji-Ping], Xu, S.H.[Sheng-Hua], Wang, J.[Jian], Liu, C.[Chao], Chen, T.Y.[Tian-Yang], Jiang, T.[Tao],
A Spatiotemporal Dilated Convolutional Generative Network for Point-of-Interest Recommendation,
IJGI(9), No. 2, 2020, pp. xx-yy.
DOI Link 2003
BibRef

Ameen, T.[Thaair], Chen, L.[Ling], Xu, Z.X.[Zhen-Xing], Lyu, D.D.[Dan-Dan], Shi, H.Y.[Hong-Yu],
A Convolutional Neural Network and Matrix Factorization-Based Travel Location Recommendation Method Using Community-Contributed Geotagged Photos,
IJGI(9), No. 8, 2020, pp. xx-yy.
DOI Link 2008
BibRef

Han, S.S.[Shan-Shan], Liu, C.M.[Cui-Ming], Chen, K.Y.[Ke-Yun], Gui, D.W.[Da-Wei], Du, Q.Y.[Qing-Yun],
A Tourist Attraction Recommendation Model Fusing Spatial, Temporal, and Visual Embeddings for Flickr-Geotagged Photos,
IJGI(10), No. 1, 2021, pp. xx-yy.
DOI Link 2101
BibRef

Cao, B., Zhao, J., Lv, Z., Yang, P.,
Diversified Personalized Recommendation Optimization Based on Mobile Data,
ITS(22), No. 4, April 2021, pp. 2133-2139.
IEEE DOI 2104
Tensors, Optimization, Statistics, Sociology, Training, Linear programming, Evolutionary computation, tensor decomposition BibRef

Yu, D.J.[Dong-Jin], Shen, Y.[Yi], Xu, K.[Kaihui], Xu, Y.H.[Yi-Hang],
Context-Specific Point-of-Interest Recommendation Based on Popularity-Weighted Random Sampling and Factorization Machine,
IJGI(10), No. 4, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Zhang, X.J.[Xiao-Jian], Yu, L.M.[Li-Min], Wang, M.J.[Min-Juan], Gao, W.L.[Wan-Lin],
FM-based: Algorithm research on rural tourism recommendation combining seasonal and distribution features,
PRL(150), 2021, pp. 297-305.
Elsevier DOI 2109
Rural tourism, Factorization machines, Geographical distribution recommendation BibRef

Zhou, X.[Xiao], Tian, J.P.[Jiang-Peng], Peng, J.[Jian], Su, M.Z.[Ming-Zhan],
A Smart Tourism Recommendation Algorithm Based on Cellular Geospatial Clustering and Multivariate Weighted Collaborative Filtering,
IJGI(10), No. 9, 2021, pp. xx-yy.
DOI Link 2109
BibRef

Yu, D.J.[Dong-Jin], Yu, T.[Ting], Wu, Y.[Yiyu], Liu, C.F.[Cheng-Fei],
Personalized recommendation of collective points-of-interest with preference and context awareness,
PRL(153), 2022, pp. 16-23.
Elsevier DOI 2201
Point of interest, POI Similarity, POI Recommendation, Personalized transfer, Collective POIs BibRef

Wang, X.[Xican], Liu, Y.H.[Yan-Heng], Zhou, X.[Xu], Wang, X.Y.[Xue-Ying], Leng, Z.Q.[Zhao-Qi],
A Point-of-Interest Recommendation Method Exploiting Sequential, Category and Geographical Influence,
IJGI(11), No. 2, 2022, pp. xx-yy.
DOI Link 2202
BibRef

Li, Y.[Yu], Xiong, F.[Fei], Wang, Z.Y.[Zi-Yi], Chen, Z.L.[Zu-Long], Xu, C.F.[Chuan-Fei], Yin, Y.[Yuyu], Zhou, L.[Li],
Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning,
ITS(23), No. 3, March 2022, pp. 2688-2700.
IEEE DOI 2203
Predictive models, Planning, Urban areas, Recommender systems, Fuses, Feature extraction, Estimation, High-order feature interaction, online travel planning BibRef

Yoon, G.[Gyugeun], Chow, J.Y.J.[Joseph Y. J.], Dmitriyeva, A.[Assel], Fay, D.[Daniel],
Effect of Routing Constraints on Learning Efficiency of Destination Recommender Systems in Mobility-on-Demand Services,
ITS(23), No. 5, May 2022, pp. 4021-4036.
IEEE DOI 2205
Routing, Recommender systems, Vehicle dynamics, Search engines, Urban areas, Heuristic algorithms, Vehicle routing, physical Internet BibRef

Wang, X.Y.[Xue-Ying], Liu, Y.H.[Yan-Heng], Zhou, X.[Xu], Leng, Z.Q.[Zhao-Qi], Wang, X.[Xican],
Long- and Short-Term Preference Modeling Based on Multi-Level Attention for Next POI Recommendation,
IJGI(11), No. 6, 2022, pp. xx-yy.
DOI Link 2206
location-based social networks. BibRef

Li, R.J.[Rui-Jing], Guo, J.Z.[Jian-Zhong], Liu, C.[Chun], Li, Z.[Zheng], Zhang, S.Q.[Shao-Qing],
Using Attributes Explicitly Reflecting User Preference in a Self-Attention Network for Next POI Recommendation,
IJGI(11), No. 8, 2022, pp. xx-yy.
DOI Link 2209
BibRef

Xu, S.Q.[Shu-Qiang], Huang, Q.Y.[Qun-Ying], Zou, Z.Q.[Zhi-Qiang],
Spatio-Temporal Transformer Recommender: Next Location Recommendation with Attention Mechanism by Mining the Spatio-Temporal Relationship between Visited Locations,
IJGI(12), No. 2, 2023, pp. xx-yy.
DOI Link 2303
BibRef

Zhou, Y.[Yan], Zhou, K.X.[Kai-Xuan], Chen, S.X.[Shuai-Xian],
Context-Aware Point-of-Interest Recommendation Based on Similar User Clustering and Tensor Factorization,
IJGI(12), No. 4, 2023, pp. 145.
DOI Link 2305
BibRef

Pan, X.[Xuan], Cai, X.R.[Xiang-Rui], Song, K.[Kehui], Baker, T.[Thar], Gadekallu, T.R.[Thippa Reddy], Yuan, X.J.[Xiao-Jie],
Location Recommendation Based on Mobility Graph With Individual and Group Influences,
ITS(24), No. 8, August 2023, pp. 8409-8420.
IEEE DOI 2308
Data models, History, Encoding, Predictive models, Analytical models, Deep learning, Context modeling, Location recommendation, mobility behaviors BibRef

Tian, J.[Jing], Zhao, Z.[Zilin], Ding, Z.M.[Zhi-Ming],
Next Point-of-Interest Recommendation Based on Joint Mining of Spatial-Temporal and Semantic Sequential Patterns,
IJGI(12), No. 7, 2023, pp. xx-yy.
DOI Link 2308
BibRef

Liao, C.W.[Cheng-Wu], Chen, C.[Chao], Guo, S.M.[Sui-Ming], Wang, L.[Leye], Gu, F.Q.[Fu-Qiang], Luo, J.[Jing], Xu, K.[Ke],
Enriching Large-Scale Trips With Fine-Grained Travel Purposes: A Semi-Supervised Deep Graph Embedding Framework,
ITS(24), No. 11, November 2023, pp. 13228-13239.
IEEE DOI 2311
BibRef

Darapisut, S.[Sumet], Amphawan, K.[Komate], Leelathakul, N.[Nutthanon], Rimcharoen, S.[Sunisa],
A Hybrid POI Recommendation System Combining Link Analysis and Collaborative Filtering Based on Various Visiting Behaviors,
IJGI(12), No. 10, 2023, pp. 431.
DOI Link 2311
BibRef

Zhao, Y.[Yang], Wang, Z.[Zegen], Yong, Z.W.[Zhi-Wei], Xu, P.[Peng], Wang, Q.[Qian], Du, X.M.[Xue-Mei],
The Spatiotemporal Pattern Evolution and Driving Force of Tourism Information Flow in the Chengdu-Chongqing City Cluster,
IJGI(12), No. 10, 2023, pp. 414.
DOI Link 2311
BibRef

Du, J.F.[Jiang-Feng], Zhou, S.[Silin], Yu, J.[Jie], Han, P.[Peng], Shang, S.[Shuo],
Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation,
MultMed(26), 2024, pp. 1996-2005.
IEEE DOI 2402
Task analysis, Tail, Trajectory, Data mining, Sun, Social networking (online), Markov processes, cross-task BibRef

Damos, M.A.[Mohamed A.], Zhu, J.[Jun], Li, W.[Weilian], Khalifa, E.[Elhadi], Hassan, A.[Abubakr], Elhabob, R.[Rashad], Hm, A.[Alaa], Ei, E.[Esra],
Enhancing the K-Means Algorithm through a Genetic Algorithm Based on Survey and Social Media Tourism Objectives for Tourism Path Recommendations,
IJGI(13), No. 2, 2024, pp. 40.
DOI Link 2402
BibRef

Wu, Y.X.[Yu-Xia], Zhao, G.S.[Guo-Shuai], Li, M.D.[Ming-Di], Zhang, Z.C.[Zhuo-Cheng], Qian, X.M.[Xue-Ming],
Reason Generation for Point of Interest Recommendation Via a Hierarchical Attention-Based Transformer Model,
MultMed(26), 2024, pp. 5511-5522.
IEEE DOI 2404
Transformers, Task analysis, Predictive models, Urban areas, Training, Planning, Explainable recommendation, recommender system BibRef

Karayazi, S.S.[Sevim Sezi], Dane, G.[Gamze], Arentze, T.[Theo],
Analyzing the Influence of Visitor Types on Location Choices and Revisit Intentions in Urban Heritage Destinations,
IJGI(13), No. 4, 2024, pp. 115.
DOI Link 2405
BibRef

Han, L.[Lulu], Luo, W.Q.[Wei-Qi], Lu, R.X.[Rong-Xing], Zheng, Y.D.[Yan-Dong], Yang, A.[Anjia], Lai, J.[Junzuo], Cheng, Y.[Yudan], Zhang, Y.X.[Yong-Xin],
Privacy-Preserving Travel Recommendation Based on Stay Points Over Outsourced Spatio-Temporal Data,
ITS(25), No. 10, October 2024, pp. 12999-13013.
IEEE DOI 2410
Trajectory, Privacy, Servers, Data models, Accuracy, Semantics, Routing protocols, Privacy-preserving, stay point extraction, secure two-party computation BibRef

Jian, W.T.[Wei-Tao], He, J.[Junshu], Chen, K.[Kunxu], Xie, J.[Jiemin], Zhao, J.J.[Juan-Juan], You, L.L.[Lin-Lin],
Personalized Travel Recommendations Based on Asynchronous and Privacy-Preserving Mixed Logit Model,
ITS(26), No. 2, February 2025, pp. 2227-2238.
IEEE DOI 2502
Estimation, Data models, Servers, Mathematical models, Logistic regression, Computational modeling, Data privacy, privacy-preserving BibRef

Cao, B.[Buqing], Liu, S.[Shanpeng], Xie, X.[Xiang], Liu, J.X.[Jian-Xun], Shi, M.[Min], Li, X.[Xiong],
Grapeseed: Generative Split-Learning for Privacy Preserving Sequential Recommendation in Vehicular Cloud-Powered Intelligent Transportation Systems,
ITS(26), No. 2, February 2025, pp. 2129-2143.
IEEE DOI 2502
Pipelines, Cloud computing, Privacy, Data privacy, Data models, Servers, Computational modeling, Vehicles, Deep learning, History, privacy BibRef

Zatelli, P.[Paolo], Gabellieri, N.[Nicola], Besana, A.[Angelo],
In the Footsteps of Grandtourists: Envisioning Itineraries in Inner Areas for Literary and Responsible Tourism,
IJGI(14), No. 2, 2025, pp. 67.
DOI Link 2502
BibRef

Zhu, J.[Jun], Lin, H.F.[Hai-Feng], Gou, Z.[Zhinan], Xu, Y.Q.[Yi-Qing], Liu, H.Y.[Hong-Ying], Tang, M.[Ming], Wang, L.[Li], Li, S.[Shu], Hu, B.[Bing],
A Dynamic and Timely Point-of-Interest Recommendation Based on Spatio-Temporal Influences, Timeliness Feature and Social Relationships,
IJGI(14), No. 2, 2025, pp. 68.
DOI Link 2502
BibRef

Chen, Y.[Yu], Zhong, H.[Hui], Yu, J.L.[Jiang-Long],
Analysis of Regional Spatial Characteristics and Optimization of Tourism Routes Based on Point Cloud Data from Unmanned Aerial Vehicles,
IJGI(14), No. 4, 2025, pp. 145.
DOI Link 2505
BibRef

Kashyap, A.[Abhilasha], Hong, S.Y.[Seong-Yun],
Analysis of Hotel Reviews and Ratings with Geographical Factors in Seoul: A Quantitative Approach to Understanding Tourist Satisfaction,
IJGI(14), No. 9, 2025, pp. 334.
DOI Link 2510
BibRef


He, T.Z.[Tong-Ze], Guo, C.[Caili], Chu, Y.F.[Yun-Fei],
Enhanced User Interest and Expertise Modeling for Expert Recommendation,
ICPR21(556-562)
IEEE DOI 2105
Knowledge discovery BibRef

Razavi, A., Hosseinali, F.,
A Multi Criteria Recommendation Model for Jaunt,
SMPR19(879-884).
DOI Link 1912
Tourist recommentation. BibRef

Wang, J.Y.[Jun-Yi], Bao, B.K.[Bing-Kun], Xu, C.S.[Chang-Sheng],
Sentiment-Aware Multi-modal Recommendation on Tourist Attractions,
MMMod19(I:3-16).
Springer DOI 1901
BibRef

Lee, C.M.[Ching May], Thomas, J.J.[J. Joshua],
Travel Route Recommendation Based on Geotagged Photo Metadata,
IVIC17(297-308).
Springer DOI 1711
BibRef

Fu, C.Y.[Cheng-Yao], Hu, M.C.[Min-Chun], Lai, J.H.[Jui-Hsin], Wang, H.[Hsuan], Wu, J.L.[Ja-Ling],
TravelBuddy: Interactive Travel Route Recommendation with a Visual Scene Interface,
MMMod14(I: 219-230).
Springer DOI 1405
BibRef

Chapter on Motion -- Human Motion, Surveillance, Tracking, Surveillance, Activities continues in
Human Activities, Sports, Planned Activities .


Last update:Oct 6, 2025 at 14:07:43