A POI group recommendation method in location-based social networks based on user influence

ZB Sojahrood, M Taleai - Expert Systems with Applications, 2021 - Elsevier
… share their location and activities with family and friends when … The location history of a user
is obtained from all of the user’s … distance to POI based on users’ home locations. The home …

Geography-aware sequential location recommendation

D Lian, Y Wu, Y Ge, X Xie, E Chen - Proceedings of the 26th ACM …, 2020 - dl.acm.org
… to digitize and share with friends. Mobility behaviors can be used to … between locations and
individual mobility history usually … , we suggest to first retrieve K nearest locations to the target …

Graph-flashback network for next location recommendation

X Rao, L Chen, Y Liu, S Shang, B Yao… - Proceedings of the 28th …, 2022 - dl.acm.org
… are most likely to visit based on their historical trajectories. Existing … explore more locations
that may appeal to them based on … correlations among POIs and friend relationships between …

Improvising personalized travel recommendation system with recency effects

P Nitu, J Coelho, P Madiraju - Big Data Mining and Analytics, 2021 - ieeexplore.ieee.org
… lists of locations based on a variety of location types like an … idea for identifying friends and
followers based on the most … make person specified recommendations based on past history

A survey on deep learning based Point-of-Interest (POI) recommendations

MA Islam, MM Mohammad, SSS Das, ME Ali - Neurocomputing, 2022 - Elsevier
… Similarly, Google maps use the location history of a user to … of view, a person travels to a very
few locations in his/her … users have announced their locations to friends across Foursquare, …

How smart is e-tourism? A systematic review of smart tourism recommendation system applying data management

RA Hamid, AS Albahri, JK Alwan, ZT Al-Qaysi… - Computer Science …, 2021 - Elsevier
… users or location similarity on the basis of friendship relational or … into two areas, namely,
demographic- and location-based social … history and CF approach are used to develop a hybrid …

Personalized long-and short-term preference learning for next POI recommendation

Y Wu, K Li, G Zhao, X Qian - IEEE Transactions on Knowledge …, 2020 - ieeexplore.ieee.org
… Particularly, users can share their locations and experiences with their friends by checking-in
… -in history. In this part, we firstly introduce the general location-based recommendation

Recommendation systems: Algorithms, challenges, metrics, and business opportunities

Z Fayyaz, M Ebrahimian, D Nawara, A Ibrahim… - applied sciences, 2020 - mdpi.com
based on the user’s history. Social networks are widely used in recommending locations. …
They are used to provide location, activity, or friend recommendations to people. Activity is …

A learning-based POI recommendation with spatiotemporal context awareness

YC Chen, T Thaipisutikul… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
location with their friends. This rapid rise in online check-in data provides a great opportunity
to understand the mobility behaviors of people from their historicallocations based on past …

Location privacy-preserving mechanisms in location-based services: A comprehensive survey

H Jiang, J Li, P Zhao, F Zeng, Z Xiao… - ACM Computing Surveys …, 2021 - dl.acm.org
… provides users with locations of their friends around them when … For instance, they consider
the historical query frequency … nearby friends and sends another query recommending five …