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18th WI 2019: Thessaloniki, Greece
- Payam M. Barnaghi, Georg Gottlob, Yannis Manolopoulos, Theodoros Tzouramanis, Athena Vakali:
2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019, Thessaloniki, Greece, October 14-17, 2019. ACM 2019, ISBN 978-1-4503-6934-3
Regular Papers
- Mark Hoogendoorn, Ward van Breda, Jeroen Ruwaard:
GP-HD: Using Genetic Programming to Generate Dynamical Systems Models for Health Care. 1-8 - Weiqiang Lin, Natasa Milic-Frayling, Ke Zhou, Eugene Ch'ng
:
Predicting Outcomes of Active Sessions Using Multi-action Motifs. 9-17 - Dimitrios Rafailidis:
Bayesian Deep Learning with Trust and Distrust in Recommendation Systems. 18-25 - Rima Rana, Razieh Nokhbeh Zaeem, K. Suzanne Barber:
An Assessment of Blockchain Identity Solutions: Minimizing Risk and Liability of Authentication. 26-33 - Munan Li, Kenji Tei, Yoshiaki Fukazawa:
An efficient co-Attention Neural Network for Social Recommendation. 34-42 - Takashi Kawashima, Tomohiro Takagi:
Sentence Simplification from Non-Parallel Corpus with Adversarial Learning. 43-50 - Daisuke Tsumita, Tomohiro Takagi:
Dialogue based recommender system that flexibly mixes utterances and recommendations. 51-58 - Floris den Hengst
Reinforcement Learning for Personalized Dialogue Management. 59-67 - Thu Huong Nguyen
An Evolutionary Approach to Class Disjointness Axiom Discovery. 68-75 - Samuel Suraj Bushi, Osmar R. Zaïane:
APNEA: Intelligent Ad-Bidding Using Sentiment Analysis. 76-83 - Wouter Mostard
Combining Visual and Contextual Information for Fraudulent Online Store Classification. 84-90 - Felix Borutta, Julian Busch, Evgeniy Faerman, Adina Klink, Matthias Schubert:
Structural Graph Representations based on Multiscale Local Network Topologies. 91-98 - Michael Fromm, Evgeniy Faerman, Thomas Seidl
TACAM: Topic And Context Aware Argument Mining. 99-106 - Nicoleta Tantalaki, Stavros Souravlas, Manos Roumeliotis, Stefanos Katsavounis
Linear Scheduling of Big Data Streams on Multiprocessor Sets in the Cloud. 107-115 - Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura:
Bridging Between Emojis and Kaomojis by Learning Their Representations from Linguistic and Visual Information. 116-123 - Takeshi Yoneda, Shunsuke Kozawa, Keisuke Osone, Yukinori Koide, Yosuke Abe, Yoshifumi Seki:
Algorithms and System Architecture for Immediate Personalized News Recommendations. 124-131 - Francesco Barile, Francesco Ricci, Marko Tkalcic
A News Recommender System for Media Monitoring. 132-140 - Zheng Yu, Marcin Pietrasik, Marek Z. Reformat
Deep Dynamic Mixed Membership Stochastic Blockmodel. 141-148 - Debora Nozza
Unintended Bias in Misogyny Detection. 149-155 - Hiromi Nakagawa, Yusuke Iwasawa, Yutaka Matsuo:
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network. 156-163 - Ralph Samer, Alexander Felfernig, Martin Stettinger:
Towards Issue Recommendation for Open Source Communities. 164-171 - Eugene Santos, Hien Nguyen, Keum Joo Kim, Jacob Russell, Luke Veenhuis, Luke De Guelle:
Analysis of Computational Models to Describe Individual Decision-Making Process. 172-179 - Esteban Andrés Ríssola, Seyed Ali Bahrainian, Fabio Crestani
Personality Recognition in Conversations using Capsule Neural Networks. 180-187 - Jin Yi, Jiajin Huang, Jin Qin, Yuan Luo:
Joint Heterogeneous Pair-wise Loss For Top-N Recommendation. 188-191 - Carmela Comito
Word Embedding based Clustering to Detect Topics in Social Media. 192-199 - Sameera Horawalavithana
Mentions of Security Vulnerabilities on Reddit, Twitter and GitHub. 200-207 - Theodoros Toliopoulos
Multi-parameter streaming outlier detection. 208-216 - Phannakan Tengkiattrakul, Saranya Maneeroj, Atsuhiro Takasu:
Translation-based Embedding Model for Rating Conversion in Recommender Systems. 217-224 - Ismail Badache
Exploring Differences in the Impact of Users' Traces on Arabic and English Facebook Search. 225-232 - Luís Fernando Monsores Passos Maia
REALM: An Altmetrics-based Framework to Map Science Impacts on Society. A Case Study on Zika Research. 233-241
Short Papers
- Alexandre Parmentier, Robin Cohen:
Learning User Reputation on Reddit. 242-247 - Cheng-You Lien, Guo-Jhen Bai, Hung-Hsuan Chen:
Visited Websites May Reveal Users' Demographic Information and Personality. 248-252 - Guo-Jhen Bai, Cheng-You Lien, Hung-Hsuan Chen:
Co-learning Multiple Browsing Tendencies of a User by Matrix Factorization-based Multitask Learning. 253-257 - Ali el Hassouni
End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning. 258-264 - Ke Ren, Avinash Malik:
Recommendation Engine for Lower Interest Borrowing on Peer to Peer Lending (P2PL) Platform. 265-269 - Eoin Martino Grua
CluStream-GT: Online Clustering for Personalization in the Health Domain. 270-275 - Ajinkya Prabhune, Ashish Chouhan:
FIF: A NLP-based Feature Identification Framework for Data Warehouses. 276-281 - Kyriakos C. Chatzidimitriou, Michail Papamichail, Napoleon-Christos I. Oikonomou
Cenote: A Big Data Management and Analytics Infrastructure for the Web of Things. 282-285 - Davide Calvaresi
Social Network Chatbots for Smoking Cessation: Agent and Multi-Agent Frameworks. 286-292 - Lucas Machado
Fair Team Recommendations for Multidisciplinary Projects. 293-297 - Demetris Paschalides, Alexandros Kornilakis, Chrysovalantis Christodoulou, Rafael Andreou, George Pallis, Marios D. Dikaiakos, Evangelos P. Markatos:
Check-It: A plugin for Detecting and Reducing the Spread of Fake News and Misinformation on the Web. 298-302 - Abdulaziz Albahr
SemKeyphrase: An Unsupervised Approach to Keyphrase Extraction from MOOC Video Lectures. 303-307 - Yihua Ding, James Z. Wang, Pradip K. Srimani:
Self-Stabilizing Topology Computation (Identification) of Cactus Graphs Using Master Slave Token Circulation. 308-311 - Chiara Bachechi
Implementing an Urban Dynamic Traffic Model. 312-316 - Lu'ay Abu Rayyan, Hakim Hacid, Andrew Leoncé:
Towards an End-User Layer for Data Integrity. 317-320 - Hsing-Huan Chung, Hen-Hsen Huang, Hsin-Hsi Chen:
Predicting Future Participants of Information Propagation Trees. 321-325 - James Usher, Pierpaolo Dondio, Lucía Morales
The Political Power of Twitter. 326-331 - Tiago Brasileiro Araújo, Kostas Stefanidis
Incremental Blocking for Entity Resolution over Web Streaming Data. 332-336 - Eleni Partalidou, Eleftherios Spyromitros Xioufis, Stavros Doropoulos, Stavros Vologiannidis, Konstantinos I. Diamantaras:
Design and implementation of an open source Greek POS Tagger and Entity Recognizer using spaCy. 337-341 - Dionisis Margaris
Improving Collaborative Filtering's Rating Prediction Quality by Exploiting the Item Adoption Eagerness Information. 342-347 - Oudom Kem, Feirouz Ksontini:
A Multi-Agent System for Energy Management in a Dynamic and Open Environment: Architecture and Optimisation. 348-352 - Chahine Koleejan, Hiroya Takamura, Manabu Okumura:
Generating Objective Summaries of Sports Matches Using Social Media. 353-357 - Leonidas Akritidis
An Iterative Distance-Based Model for Unsupervised Weighted Rank Aggregation. 358-362 - Parvaneh Shayegh, Yuefeng Li, Jinglan Zhang, Qing Zhang:
Semi-supervised text classification with deep convolutional neural network using feature fusion approach. 363-366 - Hiroko Suzuki, Ryoko Nakamura, Aozora Inagaki, Isamu Watanabe, Tomohiro Takagi:
Early Detection of Problem Gambling based on Behavioral Changes using Shapelets. 367-372 - Jerry George Thomas, Sudhir P. Mudur, Nematollaah Shiri:
Detecting Anomalous Behaviour from Textual Content in Financial Records. 373-377 - Mehdi Ben Lazreg, Nadia Saad Noori, Tina Comes, Morten Goodwin:
Not a Target. A Deep Learning Approach for a Warning and Decision Support System to Improve Safety and Security of Humanitarian Aid Workers. 378-382 - Dimitrios Katsaros, George Stavropoulos, Dimitrios Papakostas:
Which machine learning paradigm for fake news detection? 383-387 - Catherine Sotirakou
Opening the black box of perceived quality: Predicting endorsement on a blog site. 388-392 - Timotheus Kampik, Avleen Kaur Malhi, Kary Främling:
Agent-based Business Process Orchestration for IoT. 393-397 - Tzu-Hsuan Chu, Hen-Hsen Huang, Hsin-Hsi Chen:
Image Recall on Image-Text Intertwined Lifelogs. 398-402 - Amra Delic
Preference Networks and Non-Linear Preferences in Group Recommendations. 403-407 - Argyris Constantinides, Christos Fidas
"I Recall this Picture": Understanding Picture Password Selections based on Users' Sociocultural Experiences. 408-412 - Mahda Noura, Martin Gaedke
WoTDL: Web of Things Description Language for Automatic Composition. 413-417 - Pasquale De Meo, Mark Levene, Alessandro Provetti:
Potential gain as a centrality measure. 418-422 - Sara Rouhani, Ralph Deters:
Blockchain based access control systems: State of the art and challenges. 423-428 - Paulo Roberto da Cordeiro
What is Real or Fake? - Machine Learning Approaches for Rumor Verification using Stance Classification. 429-432 - Christos Fidas
Eye Tracking based Cognitive-Centered User Models. 433-437 - Harshita Dalal, Muhammad Abulaish
A Multilayer Perceptron Architecture for Detecting Deceptive Cryptocurrencies in Coin Market Capitalization Data. 438-442 - Akihito Nakamura, Fuma Dobashi:
Proactive Phishing Sites Detection. 443-448 - Ziyang Liao, Keishi Tajima:
Disjunctive Sets of Phrase Queries for Diverse Query Suggestion. 449-455 - Rishabh Rustogi, Abhishek Agarwal
Machine Learning Based Web-Traffic Analysis for Detection of Fraudulent Resource Consumption Attack in Cloud. 456-460 - Muhammad Abulaish
SentiLangN: A Language-Neutral Graph-Based Approach for Sentiment Analysis in Microblogging Data. 461-465 - Muhammad Abulaish
A Graph-Theoretic Embedding-Based Approach for Rumor Detection in Twitter. 466-470 - Raji Ghawi
Extracting Ego-Centric Social Networks from Linked Open Data. 471-477
Special Session
- Yue Zhao, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng:
Semi-supervised Auto-encoder Based Event Detection in Constructing Knowledge Graph for Social Good. 478-485 - Benyun Shi
EpiRep: Learning Node Representations through Epidemic Dynamics on Networks. 486-492 - Jiachen Geng, Yuanxi Li
Sentinel Nodes Identification for Infectious Disease Surveillance on Temporal Social Networks. 493-499 - Lizheng Ma, Jiaxu Cui, Bo Yang:
Deep Neural Architecture Search with Deep Graph Bayesian Optimization. 500-507
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