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ORCID26th UMAP 2018: Singapore
- Tanja Mitrovic, Jie Zhang, Li Chen, David Chin:
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018. ACM 2018
Keynote Address I
- Barry Smyth:
Running Recommendations: Personalisation Opportunities for Health and Fitness. 1
Personalized Recommender Systems I
- Peter Wei, Stephen Xia
, Xiaofan Jiang:
Energy Saving Recommendations and User Location Modeling in Commercial Buildings. 3-11 - Thanh-Nam Doan, Ee-Peng Lim:
PACELA: A Neural Framework for User Visitation in Location-based Social Networks. 13-21 - Ramesh Baral, Xiaolong Zhu, S. S. Iyengar, Tao Li:
ReEL: R eview Aware Explanation of Location Recommendation. 23-32 - Marios Constantinides, John Dowell:
A Framework for Interaction-driven User Modeling of Mobile News Reading Behaviour. 33-41
Technology-Enhanced Adaptive Learning I
- Shitian Shen, Markel Sanz Ausin, Behrooz Mostafavi, Min Chi:
Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach. 43-51 - Jordan Barria-Pineda, Julio Daniel Guerra Hollstein, Peter Brusilovsky:
A Fine-Grained Open Learner Model for an Introductory Programming Course. 53-61 - Andrew Emerson, Robert Sawyer, Roger Azevedo, James C. Lester:
Gaze-Enhanced Student Modeling for Game-based Learning. 63-72 - Milagro Teruel, Laura Alonso Alemany:
Co-embeddings for Student Modeling in Virtual Learning Environments. 73-80
Personalized Recommender Systems II
- Jacek Wasilewski, Neil Hurley:
Intent-aware Item-based Collaborative Filtering for Personalised Diversification. 81-89 - Dusan Sovilj, Scott Sanner, Harold Soh, Hanze Li:
Collaborative Filtering with Behavioral Models. 91-99 - Martijn Millecamp, Nyi Nyi Htun, Yucheng Jin, Katrien Verbert:
Controlling Spotify Recommendations: Effects of Personal Characteristics on Music Recommender User Interfaces. 101-109 - Agung Toto Wibowo, Advaith Siddharthan, Judith Masthoff, Chenghua Lin:
Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation. 111-119 - Amra Delic, Judith Masthoff, Julia Neidhardt, Hannes Werthner:
How to Use Social Relationships in Group Recommenders: Empirical Evidence. 121-129
Technology-Enhanced Adaptive Learning II
- Anabil Munshi, Ramkumar Rajendran, Jaclyn Ocumpaugh, Gautam Biswas, Ryan S. Baker, Luc Paquette:
Modeling Learners' Cognitive and Affective States to Scaffold SRL in Open-Ended Learning Environments. 131-138 - Xingliang Chen, Antonija Mitrovic, Moffat Mathews:
Exploring Adaptive Strategies for Providing Learning Activities. 139-145 - Lie Ming Tang, Judy Kay:
Scaffolding for an OLM for Long-Term Physical Activity Goals. 147-156
Personalized Social Web I
- Bruce Ferwerda, Marko Tkalcic:
Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features? 157-161 - Marko Tkalcic, Bruce Ferwerda:
Eudaimonic Modeling of Moviegoers. 163-167 - Naama Zwerdling, Inbal Ronen, Lior Leiba, Maya Barnea:
Orient Me!: Important Event Identification in an Enterprise Activity Stream. 169-173
Keynote Address II
- Ana Paiva:
Robots that Listen to People's Hearts: The Role of Emotions in the Communication between Humans and Social Robots. 175
Personalized Recommender Systems III
- James Schaffer, John O'Donovan, Tobias Höllerer:
Easy to Please: Separating User Experience from Choice Satisfaction. 177-185 - Arpit Rana, Derek Bridge:
Explanations that are Intrinsic to Recommendations. 187-195 - Lukas Galke, Florian Mai, Iacopo Vagliano, Ansgar Scherp:
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels. 197-205 - Anusuriya Devaraju, Shlomo Berkovsky:
A Hybrid Recommendation Approach for Open Research Datasets. 207-211 - Jacek Wasilewski, Neil Hurley:
Are You Reaching Your Audience?: Exploring Item Exposure over Consumer Segments in Recommender Systems. 213-217
Adaptive Hypermedia and the Semantic Web
- Kiemute Oyibo, Ifeoma Adaji, Rita Orji, Babatunde Olabenjo, Mahsa Azizi, Julita Vassileva:
Perceived Persuasive Effect of Behavior Model Design in Fitness Apps. 219-228 - Kiemute Oyibo, Ifeoma Adaji, Rita Orji, Babatunde Olabenjo, Julita Vassileva:
Susceptibility to Persuasive Strategies: A Comparative Analysis of Nigerians vs. Canadians. 229-238 - Thi Ngoc Trang Tran, Müslüm Atas, Alexander Felfernig, Ralph Samer, Martin Stettinger:
Investigating Serial Position Effects in Sequential Group Decision Making. 239-243 - Argyris Constantinides, Marios Belk, Christos Fidas, George Samaras:
On Cultural-centered Graphical Passwords: Leveraging on Users' Cultural Experiences for Improving Password Memorability. 245-249 - Ifeoma Adaji, Kiemute Oyibo, Julita Vassileva:
The Effect of Gender and Age on the Factors That Influence Healthy Shopping Habits in E-Commerce. 251-255
Doctoral Consortium I
- Linus W. Dietz:
Data-Driven Destination Recommender Systems. 257-260 - Diana Nurbakova:
Recommendation of Activity Sequences during Distributed Events. 261-264 - Nourah A. ALRossais:
Integrating Item Based Stereotypes in Recommender Systems. 265-268 - Xiaoming Li:
Towards Practical Link Prediction Approaches in Signed Social Networks. 269-272 - Heba M. Ismail:
WikiRec: A Personalized Content Recommendation Framework to Support Informal Learning in Wikis. 273-276
Keynote Address III
- Yuanchun Shi:
Interpreting User Input Intention in Natural Human Computer Interaction. 277-278
Personalized Recommender Systems IV & Intelligent User Interfaces
- Michael Jugovac, Ingrid Nunes, Dietmar Jannach:
Investigating the Decision-Making Behavior of Maximizers and Satisficers in the Presence of Recommendations. 279-283 - Shlomo Berkovsky, Ronnie Taib, Yoshinori Hijikata, Pavel Braslavski, Bart P. Knijnenburg:
A Cross-Cultural Analysis of Trust in Recommender Systems. 285-289 - Yucheng Jin, Nava Tintarev, Katrien Verbert:
Effects of Individual Traits on Diversity-Aware Music Recommender User Interfaces. 291-299
Personalized Social Web II
- Xiaoming Li, Hui Fang, Qing Yang, Jie Zhang:
Who is Your Best Friend?: Ranking Social Network Friends According to Trust Relationship. 301-309 - Ana Ciocarlan, Judith Masthoff, Nir Oren:
Kindness is Contagious: Study into Exploring Engagement and Adapting Persuasive Games for Wellbeing. 311-319 - Claudia Orellana-Rodriguez, Mark T. Keane:
Modeling and Predicting News Consumption on Twitter. 321-329 - Adir Solomon, Ariel Bar, Chen Yanai, Bracha Shapira, Lior Rokach:
Predict Demographic Information Using Word2vec on Spatial Trajectories. 331-339
Doctoral Consortium II
- Ashish Sharma:
Regulating Collaborative Learning in SQL-Tutor. 341-344 - DeKita G. Moon:
Modeling Learners' Interest with a Domain-IndependentOntology-Based Framewor. 345-348 - Cristina E. Dumdumaya:
Modeling Student Persistence in a Learning-By-Teaching Environment. 349-352
Extended Abstracts
- Ludovik Coba, Markus Zanker, Laurens Rook, Panagiotis Symeonidis:
Exploring Users' Perception of Rating Summary Statistics. 353-354 - Michael D. Kickmeier-Rust, Blandine Ginon, Matthew D. Johnson, Ali Türker:
Lea's Box' Persuadable Open Learner Model: A Case Study in the Field of Speed Reading Training. 355-356 - Eva Zangerle, Martin Pichl, Markus Schedl:
Culture-Aware Music Recommendation. 357-358 - Stéphane Martin, Boi Faltings, Vincent Schickel:
Enhancing Session-Based Recommendations through Sequential Modeling. 359-360 - Haihua Luo, Xiaoyan Zhang, Bowei Chen, Guibing Guo:
Multi-view Visual Bayesian Personalized Ranking from Implicit Feedback. 361-362 - Sherin Thomas, P. K. Srijith, Michal Lukasik:
A Bayesian Point Process Model for User Return Time Prediction in Recommendation Systems. 363-364 - Alicja Piotrkowicz, Vania Dimitrova, Antonija Mitrovic, Lydia Lau:
Using the Explicit User Profile to Predict User Engagement in Active Video Watching. 365-366 - Miklas S. Kristoffersen, Sven Ewan Shepstone, Zheng-Hua Tan:
A Dataset for Inferring Contextual Preferences of Users Watching TV. 367-368 - Ange Tato, Roger Nkambou, Claude Frasson:
Predicting Emotions From Multimodal Users' Data. 369-370 - Junghyo Lee, Prajwal Paudyal, Ayan Banerjee, Sandeep K. S. Gupta:
IDEA: Instant Detection of Eating Action using Wrist-Worn Sensors in Absence of User-Specific Model. 371-372
Tutorials
- Massimo Quadrana, Paolo Cremonesi, Dietmar Jannach:
Sequence-aware Recommender Systems. 373-374 - Esma Aïmeur:
Personalisation and Privacy Issues in the Age of Exposure. 375-376 - Amra Delic, Judith Masthoff:
Group Recommender Systems. 377-378
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