| 2026-10-19 | DReX: An explainable deep learning-based multimodal recommendation framework | Knowledge-Based Systems | Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana et al. | University of Delhi; National Institute of Technology Warangal | Amazon reviews |
| 2026-10-17 | IFCRec: interest-feature dual calibration for graph recommendation | Applied Intelligence | Zhenzhen Huang, Weiran Li, Shuo Xiao et al. | China University of Mining and Technology | MovieLens, Location and social recommendation data (Gowalla, Foursquare, Yelp, Epinions) |
| 2026-10-17 | Language modeling on tabular data: a survey of foundations, techniques and evolution | Artificial Intelligence Review | Yucheng Ruan, Xiang Lan, Jingying Ma et al. | National University of Singapore; Institute of Data Science | MovieLens |
| 2026-10-15 | Periodic dynamic adaptive fine-tuning for adversarially robust recommender systems | Expert Systems with Applications | Cong Q, Wenbin Chen, Hai Chen et al. | Tsinghua University; Anhui University of Science and Technology; Anhui Science and Technology University; … | Yelp |
| 2026-10-13 | Toward an agenda for Gen Z in Indian start-ups: a systematic literature mapping and conceptual framework | Future Business Journal | Soumya Mukherjee, Chandrika Bhattacharyya, Mrinal Kanti Das | Swami Vivekananda University; Kanchrapara College | Airbnb |
| 2026-10-13 | A hybrid framework of LLM-based interaction generation and adaptive sampler for recommendation enhancement | Information Processing & Management | Yijia Zhang, Wanyu Chen, Xiaosong Yuan et al. | National University of Defense Technology; Jilin University | MovieLens |
| 2026-10-11 | LiteSent: a lightweight adaptive multi-scale framework for social media and review-based sentiment classification | Knowledge-Based Systems | Dharmendra Dangi, Dheeraj Kumar Dixit, Amit Bhagat | Indian Institute of Information Technology Bhopal; Madhav Institute of Technology & Science; Maulana Azad National Institute of Technology | Amazon reviews |
| 2026-10-10 | Can AI Solve Eco-Economic Challenges? Simulating the Impact of AI Systems on Seasonality Using Agent-Based Modelling | Information Systems Frontiers | Sara Dalir | University of Hull | TripAdvisor, Airbnb |
| 2026-10-08 | HAPO: Hierarchical affinity aware propagation for unsupervised graph anomaly detection | Pattern Recognition | Huahua Ding, Chaofan Dai, Haohao Zhou et al. | National University of Defense Technology | Amazon reviews |
| 2026-10-07 | Discovering session-level demand patterns for reinforcement learning-based dynamic inventory allocation in live-streaming e-commerce | Knowledge and Information Systems | Thi-Linh Ho, Hiep Pham, Hoang Quan Dinh et al. | Ton Duc Thang University; RMIT Vietnam; University of Dubai; … | Taobao / Tmall / JD.com |
| 2026-10-07 | Information-aware multi-behavior processing for purchase decision prediction via cascaded graph and hypergraph learning | Information Processing & Management | Quan Yang, Bin Yu | Hunan Normal University | Taobao / Tmall / JD.com |
| 2026-10-05 | Emotional interaction and conversion value in live streaming E-commerce | Journal of Retailing and Consumer Services | Miao Feng, Yang Li, Yu Yang et al. | Shandong Management University; Shandong Normal University; Taiyuan University of Technology | Taobao / Tmall / JD.com |
| 2026-10-04 | The role of deontological morality in shaping demand within the sharing economy | Journal of Retailing and Consumer Services | Min-Gyeong Kim, Francis Joseph Costello, Seunghee Yoo et al. | Dong-A University; NOVA School of Business and Economics; Universidade Nova de Lisboa; … | Airbnb |
| 2026-10-01 | Relation-aware preference modeling with multimodal fusion for click-through rate prediction | Expert Systems with Applications | Aniqa Nawaz, Jianfeng Lu | Nanjing University of Science and Technology | Amazon reviews |
| 2026-10-01 | RALLM-STAR: Spatial-Temporal Aligned Retrieval-Augmented LLM for zero-shot next POI recommendation | Knowledge-Based Systems | Kunrong Li, Kwan Hui Lim | Singapore University of Technology and Design; Singapore University of Social Sciences | Location and social recommendation data (Gowalla, Foursquare, Yelp, Epinions) |
| 2026-10-01 | MELRec: a modular End-to-End framework for large language model based sequential recommendation | Neural Computing and Applications | Yuqiang Li, Rui Zhu, Lin Li | Wuhan University of Technology | Amazon reviews |
| 2026-10-01 | RPGCN: A relation-preserving graph convolutional network for enhanced node feature prediction in recommender systems | Neural Computing and Applications | Sang-Woong Lee, Saqib Ali, Amir Masoud Rahmani et al. | Gachon University; Sultan Qaboos University; National Yunlin University of Science and Technology; … | Location and social recommendation data (Gowalla, Foursquare, Yelp, Epinions) |
| 2026-10-01 | Value creation in digital platform: A critical review | Journal of Engineering and Technology Management | Sam Boran Li, Hanh H. Pham, Omar Al‐Tabbaa | University of Leeds; Liverpool Hope University | Airbnb |
| 2026-10-01 | Applying transformer with ensemble matrix and factorization for multi-modal recommender systems | Knowledge-Based Systems | Albert Christian, R.J. Kuo | National Taiwan University of Science and Technology | Amazon reviews |
| 2026-10-01 | A comprehensive survey on multimodal sentiment analysis: Approaches, challenges and open issues | International Journal of Information Management | Fatemeh Hemmatian, Arash Sabbaghi, Mohammad Karim Sohrabi | Islamic Azad University Semnan | Amazon reviews |
| 2026-10-01 | Tourism in Balance and public investments in Italian regions | The Annals of Regional Science | Martina Aronica, Maria Francesca Cracolici, Davide Piacentino et al. | University of Palermo | TripAdvisor |
| 2026-10-01 | Research on multi-behavior recommendation model via relational graph attention networks based on knowledge graph | Expert Systems with Applications | Erping Zhao, Jiayao Zhang | Xizang Minzu University | Yelp, Taobao / Tmall / JD.com |
| 2026-10-01 | Between the lines or behind the lens? Examining the content and helpfulness of airline reviews | Information & Management | Masoud Shayganmehr, Indranil Bose | Lyon 1 Université; Clinique Claude-Bernard; NEOMA Business School | TripAdvisor |
| 2026-10-01 | Computing and Learning Stationary Mean Field Equilibria with Low-Dimensional Interactions: Algorithms and Applications | Journal of Economic Dynamics and Control | Bar Light | National University of Singapore; Institute of Operations Research and Analytics | Airbnb |
| 2026-09-28 | Social value in online reviews: the role of sentiment and social language in consumer engagement | Journal of Marketing Analytics | Prashanth Ravula, Shimi Naurin Ahmad | Morgan State University | Yelp |
| 2026-09-28 | ST-AHM: a soft-threshold sparse-attention hypergraph model with contrastive learning for session-based recommendation | Expert Systems with Applications | Rongyuan Chen, Jiebin Wen, Yeyu He et al. | Hunan University of Technology and Business; Hunan University; Department of Science and Technology of Hunan Province; … | Taobao / Tmall / JD.com |
| 2026-09-28 | Sensory-aware sequential recommendation via review-distilled representations | Knowledge-Based Systems | Yeo Chan Yoon, Chanjun Park, KyuHan Koh | Jeju National University; Soongsil University; California State University, Stanislaus | Amazon reviews |