Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations

Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations

Duplicate record, see https://ink.library.smu.edu.sg/sis_research/3198/. From social media has emerged continuous needs for automatic travel recommendations. Collaborative filtering (CF) is the most well-known approach. However, existing approaches generally suffer from various weaknesses. For examp...

Saved in:

書目詳細資料
Main Authors:	JIANG, Shuhui, QIAN, Xueming, SHEN, Jialie, FU, Yun, MEI, Tao
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2015
主題:	Data mining recommendation system text mining travel recommendation Databases and Information Systems Social Media Tourism and Travel
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/3164
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

相似書籍

Author topic model-based collaborative filtering for personalized POI recommendations
由: JIANG, Shuhui, et al.
出版: (2015)

Travel Recommendation via Author Topic Model Based Collaborative Filtering
由: JIANG, Shuhui, et al.
出版: (2015)

Who Should Review This Change? Putting Text and File Location Analyses Together for More Accurate Recommendations
由: XIA, Xin, et al.
出版: (2015)

USING META-DATA FROM FREE-TEXT USER-GENERATED CONTENT TO IMPROVE PERSONALIZED RECOMMENDATION BY REDUCING SPARSITY
由: XU XIAOYING
出版: (2015)

Personalized intra- and inter-city travel recommendation using large-scale geotags
由: Yamasaki T., et al.
出版: (2018)

The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems
由: SHEN, Junge, et al.
出版: (2014)

Interactive Music Recommendation: Context,Content and Collaborative Filtering
由: WANG XINXI
出版: (2015)

Interactive Path Reasoning on Graph for Conversational Recommendation
由: Wenqiang Lei, et al.
出版: (2020)

Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
由: Wenqiang Lei, et al.
出版: (2020)

Beyond collaborative filtering: a relook at taskformulation in recommender systems
由: Sun, Aixin
出版: (2025)

Knowledge graph construction and recommender system development of tourism in Singapore
由: Xiong, Ying
出版: (2024)

ExploreLah: Personalised and smart trip planner for mobile tourism
由: GUNAWAN, Aldy, et al.
出版: (2023)

Tracking web video topics: Discovery, visualization, and monitoring
由: CAO, Juan, et al.
出版: (2011)

Conversational Recommendation: Formulation, Methods, and Evaluation
由: Wenqiang Lei, et al.
出版: (2020)

Mobile location-aware personalized recommendation with clustering-based collaborative filtering
由: Wu, J., et al.
出版: (2014)

How to interpret the helpfulness of online product reviews: Bridging the needs between customers and designers
由: Jin, J., et al.
出版: (2014)

Performance evaluation of aggregation-based group recommender systems for ephemeral groups
由: CEH-VARELA, Edgar, et al.
出版: (2022)

Recommending APIs for software evolution
由: THUNG, Ferdian
出版: (2018)

What do hotel customers complain about? Text analysis using structural topic model
由: HU, Nan, et al.
出版: (2019)

Learning binary codes with neural collaborative filtering for efficient recommendation systems
由: Li, Yang, et al.
出版: (2021)

Collaborative topic regression for online recommender systems: An online and Bayesian approach
由: LIU, Chenghao, et al.
出版: (2017)

Mitigating popularity bias in recommendation with unbalanced interactions: A gradient perspective
由: REN, Weijieying, et al.
出版: (2022)

Aspect discovery from product reviews
由: DING, Ying
出版: (2017)

Mining travel patterns from geotagged photos
由: Zheng, Y.-T., et al.
出版: (2013)

A comparative analysis of recommender system approaches
由: Alabastro, Paolo Eduardo Carmelo C., et al.
出版: (2009)

Automated Android application permission recommendation
由: BAO, Lingfeng, et al.
出版: (2017)

Facet-aware multi-head mixture-of-experts model for sequential recommendation
由: Liu, Mingrui, et al.
出版: (2025)

Capstone Projects Mining System for Insights and Recommendations
由: GOH, Melvrivk Aik Chun, et al.
出版: (2015)

Diversified interactive recommendation with implicit feedback
由: Liu, Yong, et al.
出版: (2020)

Magic mirror: An intelligent fashion recommendation system
由: Liu, S., et al.
出版: (2014)

MODELING DYNAMIC ASPECTS OF CONTEXT-AWARE RECOMMENDER SYSTEMS
由: THILINA MADUSANKA THANTHRIWATTA
出版: (2021)

“GOOD MORNING HANOI!”: A MULTIMODAL ANALYSIS OF TRAVEL BLOG POSTS BY BRITISH TRAVELLERS
由: Trần, Thị Hiếu Thủy
出版: (2019)

DMiner: Dashboard design mining and recommendation
由: LIN, Yanna, et al.
出版: (2023)

Mining diverse consumer preferences for bundling and recommendation
由: DO, Ha Loc
出版: (2017)

A Novel Evidence-Based Bayesian Similarity Measure for Recommender Systems
由: Guo, Guibing, et al.
出版: (2017)

Factored similarity models with social trust for top-N item recommendation
由: Guo, Guibing, et al.
出版: (2017)

Mobile social recommender system for travelers
由: Mendoza, Eunice D., et al.
出版: (2009)

Recommendations with uncertainty
由: Chang, Dao Zheng
出版: (2025)

Sa piling ng Lamane
由: Teodoro, John Iremil E.
出版: (2017)

EXPLOITING CROSS-CHANNEL INFORMATION FOR PERSONALIZED RECOMMENDATION
由: WANG XIANG
出版: (2019)