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26th UMAP 2018: Singapore - Adjunct Publication
- Tanja Mitrovic, Jie Zhang, Li Chen, David Chin:
Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018. ACM 2018
Workshops &Tutorials Chair Welcome
- Marko Tkalcic
, Marco de Gemmis:
UMAP'18 Workshop &Tutorial Chairs' Welcome (overview) & Organization List. 1-2
FairUMAP Workshop
- Bamshad Mobasher
, Robin Burke
, Michael D. Ekstrand, Bettina Berendt:
UMAP 2018 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2018) Chairs' Welcome & Organization: Preface. 3-5 - Nava Tintarev, Emily Sullivan
, Dror Guldin, Sihang Qiu, Daan Odijk:
Same, Same, but Different: Algorithmic Diversification of Viewpoints in News. 7-13 - Stefan Hirschmeier
, Vanessa Beule:
Compliance of Personalized Radio with Public-Service Remits. 15-21 - Chen Karako, Putra Manggala:
Using Image Fairness Representations in Diversity-Based Re-ranking for Recommendations. 23-28 - Yong Zheng
, Tanaya Dave, Neha Mishra, Harshit Kumar:
Fairness In Reciprocal Recommendations: A Speed-Dating Study. 29-34 - Jeroen Peperkamp, Bettina Berendt:
Diversity Checker: Toward Recommendations for Improving Journalism with Respect to Diversity. 35-41
HAAPIE Workshop
- Panagiotis Germanakos, Styliani Kleanthous Loizou
, George Samaras, Vania Dimitrova, Ben Steichen, Alicja Piotrkowicz:
UMAP 2018 HAAPIE (Human Aspects in Adaptive and Personalized Interactive Environments) Workshop Chairs' Welcome & Organization. 43-44 - Marios Constantinides, Panagiotis Germanakos, George Samaras, John Dowell:
Your Digital News Reading Habits Reflect Your Personality. 45-48 - Yong Zheng
:
Exploring User Roles In Group Recommendations: A Learning Approach. 49-52 - Amaury Trujillo, Maria Claudia Buzzi
:
Towards a Fuzzy Rule-based Systems Approach for Adaptive Interventions in Menopause Self-care. 53-56 - Panagiotis Germanakos, Panayiotis Andreou
, Constantinos Mourlas:
Equilibrium State of Interaction: Maximizing User Experience through Optimum Adaptivity States. 57-62 - Alicja Piotrkowicz
, Vania Dimitrova, Antonija Mitrovic, Lydia Lau:
Self-Regulation, Knowledge, Experience: Which User Characteristics are Useful for Predicting Video Engagement? 63-68 - Styliani Kleanthous
, Demetris Christodoulou, George A. Papadopoulos
, George Samaras:
Towards Modelling the User Creative Process in a Sandbox Game. 69-74 - Maria Schmidt, Patricia Braunger:
A Survey on Different Means of Personalized Dialog Output for an Adaptive Personal Assistant. 75-81 - Zelai Sáenz de Urturi, Olga C. Santos
:
User Modelling in Exergames for Frail Older Adults. 83-86
HUM Workshop
- Cataldo Musto
, Amon Rapp
, Federica Cena, Frank Hopfgartner
, Judy Kay, Giovanni Semeraro
:
UMAP 2018 HUM (Holistic User Modeling) Workshop Chairs' Preface &Organization. 87-89 - Shogo Matsuno, Reiji Suzumura, Minoru Ohyama:
Tourist Support System Using User Context Obtained from a Personal Information Device. 91-95 - Cataldo Musto
, Giovanni Semeraro
, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops:
A Framework for Holistic User Modeling Merging Heterogeneous Digital Footprints. 97-101 - Nourah A. ALRossais
, Daniel Kudenko:
iSynchronizer: A Tool for Extracting, Integration and Analysis of MovieLens and IMDb Datasets. 103-107 - Amon Rapp
, Federica Cena, Claudio Mattutino, Alessia Calafiore
, Claudio Schifanella, Elena Grassi
, Guido Boella:
Holistic User Models for Cognitive Disabilities: Personalized Tools for Supporting People with Autism in the City. 109-113 - Esma Aïmeur, Alexis Tremblay:
Me, Myself and I: Are Looking for a Balance between Personalization and Privacy. 115-119 - Surya Kallumadi, William H. Hsu:
Interactive Recommendations by Combining User-Item Preferences with Linked Open Data. 121-125 - Surya Kallumadi, Gabriel Necoechea:
Injecting Semantic Diversity in Top-N Recommender Systems Using Determinantal Point Processes and Curated Lists. 127-130 - Saurin Sharad Parikh
, Hari Kalva
:
Predicting Learning Difficulty Based on Gaze and Pupil Response. 131-135
IUadaptMe Workshop
- Ilknur Celik, Ilaria Torre, Frosina Koceva, Christine Bauer
, Eva Zangerle, Bart P. Knijnenburg:
UMAP 2018 Intelligent User-Adapted Interfaces: Design and Multi-Modal Evaluation (IUadaptMe) Workshop Chairs' Welcome &Organization. 137-139 - Mohammad Nawaz, Luvai Motiwalla, Amit V. Deokar:
Adaptive User Interface for a Personalized Mobile Banking App: Extended Abstract. 141-142 - Michael Bub, Evgeny Volynsky, Wolfgang Wörndl:
User Acceptance of Proactive Recommendations on Smartphone and Smartwatch. 143-150 - Maciej Jan Korzepa, Benjamin Johansen, Michael Kai Petersen
, Jan Larsen
, Jakob Eg Larsen
, Niels Henrik Pontoppidan
:
Modeling User Intents as Context in Smartphone-connected Hearing Aids. 151-155 - Yunlong Wang
, Corinna Breitinger, Björn Sommer, Falk Schreiber, Harald Reiterer
:
Comparing Sequential and Temporal Patterns from Human Mobility Data for Next-Place Prediction. 157-164 - Juliana Miehle, Wolfgang Minker, Stefan Ultes:
Exploring the Impact of Elaborateness and Indirectness on User Satisfaction in a Spoken Dialogue System. 165-172 - Chiara Alzetta
, Giovanni Adorni, Ilknur Celik, Frosina Koceva, Ilaria Torre:
Toward a User-Adapted Question/Answering Educational Approach. 173-177 - Aravind Sesagiri Raamkumar
, Schubert Foo:
Multi-method Evaluation in Scientific Paper Recommender Systems. 179-182 - Zainab Zolaktaf, Omar AlOmeir
, Rachel Pottinger:
Bridging the Gap Between User-centric and Offline Evaluation of Personalized Recommendation Systems. 183-186
Doctoral Consortium Posters
- Tilman Deuschel:
On the Influence of Human Factors in Adaptive User Interface Design. 187-190 - Dima S. Mahmoud:
SUM-IML: Dynamic Scrutable User Modeling utilizing Interactive Machine Learning. 195-197 - Somnath Arjun:
Personalizing data visualization and interaction. 199-202
Theory, Opinion, and Reflection
- Dan Ding, Oleksandra Poquet, Joseph Jay Williams, Radhika Nikam, Samuel Rhys Cox
:
Increasing Response Rates to Email Surveys in MOOCs. 203-206 - Federica Cena, Amon Rapp
, Cataldo Musto
, Pasquale Lops:
Towards a Conceptual Model for Holistic Recommendations. 207-210 - Panagiotis Germanakos:
Finding the Sweet Spot: UMAP as a Facilitator of Equilibria in Human-Computer Interactions. 211-214
Demos
- Cataldo Musto
, Giovanni Semeraro
, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops:
Myrror: a Platform for Quantified Self and Holistic User Modeling. 215-216 - Alberto Corbi
, Olga C. Santos
:
MyShikko: Modelling Knee Walking in Aikido Practice. 217-218 - Ana Ciocarlan
, Judith Masthoff, Nir Oren
:
Kindness is Contagious: Demonstration of a Persuasive Intervention for Wellbeing. 219-220
Late Breaking Results
- Hanna Schäfer
, Joachim Bachner, Sebastian Pretscher, Georg Groh, Yolanda Demetriou:
Study on Motivating Physical Activity in Children with Personalized Gamified Feedback. 221-226 - Frederic Raber, Antonio Krüger
:
Privacy Perceiver: Using Social Network Posts to Derive Users' Privacy Measures. 227-232 - Federica Cena, Amon Rapp
, Claudio Mattutino:
Personalized Spatial Support for People with Autism Spectrum Disorder. 233-238 - Cataldo Musto
, Tiziano Franza, Giovanni Semeraro
, Marco de Gemmis, Pasquale Lops:
Deep Content-based Recommender Systems Exploiting Recurrent Neural Networks and Linked Open Data. 239-244 - Shabnam Najafian, Nava Tintarev:
Generating Consensus Explanations for Group Recommendations: an exploratory study. 245-250 - Kyungsik Han
, Yonggeol Jo, Youngseung Jeon, Bogoan Kim
, Junho Song
, Sang-Wook Kim:
Photos Don't Have Me, But How Do You Know Me?: Analyzing and Predicting Users on Instagram. 251-256 - Rashmi Hti, Maunendra Sankar Desarkar
:
Personalized Tourist Package Recommendation using Graph Based Approach. 257-262 - Maureen Villamor
, Ma. Mercedes T. Rodrigo
:
Predicting Successful Collaboration in a Pair Programming Eye Tracking Experiment. 263-268 - Geela Venise Firmalo Fabic
, Antonija Mitrovic, Kourosh Neshatian:
Adaptive Problem Selection in a Mobile Python Tutor. 269-274 - Anat Hashavit, Naama Tepper, Inbal Ronen, Lior Leiba, Amir David Nissan Cohen:
Implicit User Modeling in Group Chat. 275-280 - Cristina E. Dumdumaya
, Michelle P. Banawan
, Ma. Mercedes T. Rodrigo
:
Identifying Students' Persistence Profiles in Problem Solving Task. 281-286 - Anton Sigitov, Oliver G. Staadt, André Hinkenjann
:
Towards Intelligent Interfaces for Mixed-Focus Collaboration. 287-292 - Yue Zhao, Tarmo Robal
, Christoph Lofi, Claudia Hauff:
Stationary vs. Non-stationary Mobile Learning in MOOCs. 299-303 - Muesluem Atas, Stefan Reiterer, Alexander Felfernig, Thi Ngoc Trang Tran
, Martin Stettinger:
Polarization Effects in Group Decisions. 305-310 - Reinaldo Silva Fortes
, Anísio Lacerda, Alan R. R. de Freitas, Carlos Bruckner, Dayanne Gouveia Coelho, Marcos André Gonçalves
:
User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems. 311-316 - Zachary A. Pardos, Changran Hu, Pengqiu Meng, Michael Neff, Dor Abrahamson
:
Classifying Learner Behavior from High Frequency Touchscreen Data Using Recurrent Neural Networks. 317-322 - Marie Al-Ghossein, Talel Abdessalem, Anthony Barré:
Exploiting Contextual and External Data for Hotel Recommendation. 323-328 - Aisha Muhammad Abdullahi
, Rita Orji
, Kiemute Oyibo:
Personalizing Persuasive Technologies: Do Gender and Age Affect Susceptibility to Persuasive Strategies? 329-334

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