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IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 3/2019, pp. 1 - 1
Most previous work on outfit recommendation focuses on designing visual features to enhance recommendations. Existing work neglects user comments of fashion... 
Computer science | Visualization | Recurrent neural networks | explainable recommendation | Clothing | Outfit recommendation | Feature extraction | Task analysis | Recommender systems | Computer Science - Information Retrieval
Journal Article
Information Retrieval Journal, ISSN 1386-4564, 12/2018, Volume 21, Issue 6, pp. 481 - 506
Journal Article
ACM Transactions on Information Systems (TOIS), ISSN 1046-8188, 08/2017, Volume 36, Issue 1, pp. 1 - 37
...Inferring Dynamic User Interests in Streams of Short Texts for User Clustering SHANGSONG LIANG, University College London ZHAOCHUN REN, Data Science Lab... 
ad hoc retrieval | data streams | Diversity | Ad hoc retrieval | Data streams | COMPUTER SCIENCE, INFORMATION SYSTEMS | Analysis | Algorithms | Electronic data processing | Research | Search theory | Clustering (Computers) | Methods
Journal Article
ACM Transactions on Information Systems (TOIS), ISSN 1046-8188, 10/2018, Volume 36, Issue 4, pp. 1 - 32
...Sentence Relations for Extractive Summarization with Deep Neural Networks PENGJIE REN and ZHUMIN CHEN, Shandong University ZHAOCHUN REN, Data Science Lab... 
sentence relations | attentive pooling | Extractive summarization | neural network | Business, Management and Accounting(all) | Sentence relations | Computer Science Applications | Attentive pooling | Information Systems | Neural network | COMPUTER SCIENCE, INFORMATION SYSTEMS | Content analysis (Communication) | Neural networks | Research
Journal Article
Proceedings of the 2017 ACM on conference on information and knowledge management, 11/2017, Volume 131841, pp. 1419 - 1428
..., China Jinan, China jingli.sdu@gmail.com jay.ren@outlook.com chenzhumin@sdu.edu.cn Zhaochun Ren Tao Lian Jun Ma Data Science Lab, JD.com Shandong University Shandong... 
recurrent neural networks | attention mechanism | sequential behavior | session-based recommendation | Attention mechanism | Sequential behavior | Recurrent neural networks | Session-based recommendation
Conference Proceeding
Open Automation and Control Systems Journal, ISSN 1874-4443, 09/2015, Volume 7, Issue 1, pp. 996 - 1001
Journal Article
Proceedings of the 40th International ACM SIGIR Conference on research and development in information retrieval, 08/2017, pp. 345 - 354
Recently, some E-commerce sites launch a new interaction box called Tips on their mobile apps. Users can express their experience and feelings or provide... 
deep learning | tips generation | rating prediction
Conference Proceeding
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 11/2016, Volume 28, Issue 11, pp. 2958 - 2973
Journal Article
Proceedings of the 37th international ACM SIGIR conference on research & development in information retrieval, 07/2014, pp. 303 - 312
...Fusion Helps Diversi.cation Shangsong LiangUniversity of Amsterdam Zhaochun Ren University of Amsterdam Maarten de RijkeUniversity of Amsterdam Amsterdam... 
data fusion | diversification | rank aggregation | ad hoc retrieval | Ad hoc retrieval | Data fusion | Rank aggregation | Diversification
Conference Proceeding
Proceedings of the 38th International ACM SIGIR Conference on research and development in information retrieval, 08/2015, pp. 93 - 102
...Summarizing Contrastive Themes via Hierarchical Non-Parametric Processes Zhaochun Ren Maarten de Rijkez.ren@uva.nl derijke@uva.nl University of Amsterdam... 
structured determinantal point processes | topic modeling | contrastive theme summarization | hierarchical sentiment-LDA | Topic modeling | Contrastive theme summarization | Hierarchical sentiment-LDA | Structured determinantal point processes
Conference Proceeding
Proceedings of the 24th ACM SIGKDD International Conference on knowledge discovery & data mining, 07/2018, pp. 1764 - 1773
In this paper, we study the problem of dynamic user profiling in Twitter. We address the problem by proposing a dynamic user and word embedding model (DUWE), a... 
profiling | dynamic model | word embeddings | Dynamic model | Word embeddings | Profiling
Conference Proceeding
Proceedings of the 40th International ACM SIGIR Conference on research and development in information retrieval, 08/2017, pp. 95 - 104
...LeveragingContextualSentenceRelationsforExtractive SummarizationUsingaNeuralAttentionModel Pengjie Ren Zhumin Chen Zhaochun Ren jay.ren@outlook.com chenzhumin... 
contextual sentence relation | neural network | extractive summarization
Conference Proceeding
Proceedings of the Eleventh ACM International Conference on web search and data mining, 02/2018, Volume 2018-, pp. 619 - 627
In personalized recommendation, candidate generation plays an infrastructural role by retrieving candidates out of billions of items. During this process,... 
Conference Proceeding
Proceedings of the Tenth ACM International Conference on web search and data mining, 02/2017, pp. 485 - 494
...Social Collaborative Viewpoint Regression with Explainable Recommendations Zhaochun Ren Shangsong Liang Piji Li§zhaochun.ren@ucl.ac.uk shangsong.liang... 
topic modeling | user comment analysis | recommender systems | trusted social relations | Topic modeling | Trusted social relations | Recommender systems | User comment analysis
Conference Proceeding
Proceedings of the Eleventh ACM International Conference on web search and data mining, 02/2018, Volume 2018-, pp. 387 - 395
Information networks are ubiquitous in many applications. A popular way to facilitate the information in a network is to embed the network structure into... 
hierarchical structure | network embedding | multi-dimensional networks | Multi-dimensional networks | Network embedding | Hierarchical structure
Conference Proceeding
Proceedings of the 36th international ACM SIGIR conference on research and development in information retrieval, 07/2013, pp. 513 - 522
...Personalized Time-Aware Tweets Summarization Zhaochun Ren ISLA, University of Amsterdam Amsterdam, The Netherlands z.ren@uva.nl Edgar Meij Yahoo! Research... 
topic modeling | twitter | data enrichment | tweets summarization | Topic modeling | Tweets summarization | Data enrichment | Twitter
Conference Proceeding
Proceedings of the 20th ACM SIGKDD international conference on knowledge discovery and data mining, 08/2014, pp. 751 - 760
This paper is concerned with the problem of personalized diversification of search results, with the goal of enhancing the performance of both plain... 
personalization | structured svms | diversity | ad hoc retrieval
Conference Proceeding
05/2020
Text summarization is the research area aiming at creating a short and condensed version of the original document, which conveys the main idea of the document... 
Journal Article
31st AAAI Conference on Artificial Intelligence, AAAI 2017, 2017, pp. 3497 - 3503
Conference Proceeding
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