Main Conference Papers
WI 2018 Regular Papers
| Name | Author |
| Thematic Question Generation over Knowledge Graphs | Tanguy Raynaud, Julien Subercaze and Frederique Laforest |
| NavWalker: Information Augmented Network Embedding | Kwei-Herng Lai, Chih-Ming Chen, Chuan-Ju Wang and Ming-Feng Tsai |
| High Accuracy Question Answering via Hybrid Controlled Natural Language | Tiantian Gao, Paul Fodor, and Michael Kifer |
| NutRec: Nutrition Oriented Online Recipe Recommender | Elizabeth Gorbonos, Yang Liu and Chính T. Hoàng |
| Task Recommendation for Group Users in Public IoT Environments | In-Young Ko, Jin-Seo Lee and MinHyeop Kim |
| Self-Stabilizing Master-Slave Token Circulation in Unoriented Cactus Graphs | James (Zijun) Wang Yihua Ding, and Pradip Srimani |
| An Adaptive Dirichlet Multinomial Mixture Model for Short Text Streaming Clustering | Chunping Li and Ruting Duan |
| Trusted Registration, Negotiation, and Service Evaluation in Multi-Agent Systems throughout the Blockchain Technology | Davide Calvaresi, Alevtina Dubovitskaya, Diego Retaggi, Aldo Franco Dragoni, and Michael Schumacher |
| Bayesian Knowledge Base Distance-based Tuning | Eugene Santos and Chase Yakaboski |
| Sentiment-Aware Recommendation System for Healthcare using Social Media | Alan Aipe, Mukuntha N S, and Asif Ekbal |
| Analysis and Modeling of Behavioral Changes in a News Service | Atom Sonoda, Fujio Toriumi, Hiroto Nakajima, and Miyabi Gouji |
| Fine-Grained Deep Knowledge-Aware Network for News Recommendation with Self-Attention | Ping Guo, Jie Gao, Xin Xin, Junshuai Liu, Rui Wang, Jing Lu, Biao Li, and Xin Fan |
| What influences people to broaden their horizons? | Kota Kakiuchi, Mao Nishiguchi, Fujio Toriumi, Masanori Takano, Kazuya Wada, and Ichiro Fukuda |
| Identifying Virtual Relations among Businesses Exploring User Reaction on Facebook | Diego Tsutsumi and Thiago Henrique Silva |
| AUX and UX Evaluation of User Tools in Social Networks | Luis Martín Sánchez Adame, Sonia Mendoza, Beatriz A. González Beltrán, José Rodríguez and Amilcar Meneses Viveros |
| A Distributed Scalable Approach for Rule Processing: Computing in the Fog for the SWoT | Nicolas SEYDOUX, Khalil DRIRA, Nathalie Hernandez, and Thierry Monteil |
| Helping each Other: A Framework for Customer-to-Customer Suggestion Mining using Self-training and Deep Learning | Hitesh Golchha, Deepak Gupta, Asif Ekbal, and Pushpak Bhattacharyya |
| Uncovering the Perception of Urban Outdoor Areas Expressed in Social Media | Frances Albert Santos, Thiago Henrique Silva, Antonio Loureiro, and Leandro Villas |
| Utility-Based Multi-Stakeholder Recommendations By Multi-Objective Optimization | Yong Zheng and Aviana Pu |
| Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting | Chung-Chi Chen, Hen-Hsen Huang, Yow-Ting Shiue, and Hsin-Hsi Chen |
| Rating Prediction in Review-based Recommendations via Adversarial Auto-Encoder | Jin Yi, Jiajin Huang, and Jin Qin |
| A Semantic Similarity based Topic Evaluation for Enhancing Information Filtering | Hanh Nguyen, Yue Xu, and Yuefeng Li |
| Deep Text Mining of Instagram Data Without Strong Supervision | Mihhail Matskin Kim Hammar, Shatha Jaradat and Nima Dokoohaki |
| PSM-Flow: Probabilistic Subgraph Mining for Discovering Reusable Fragments in Workflows | Chin Wang Cheong, Daniel Garijo, Kwok Wai Cheung, and Yolanda Gil |
| Finding Semantic Relationships in Folksonomies | Iman Saleh and Neamat El-Tazi |
| Clustering Multilingual Aspect Phrases for Sentiment Analysis | Lucas Costella Pessutto, Danny Vargas and Viviane Moreira |
| Improving the Classification of Drunk Texting in Tweets using Semantic Enrichment | Renata Galante, Marcos Grzeça and Karin Becker |
| Investigating learning resources precedence relations via concept prerequisite learning | Rubén Francisco Manrique, Juan Sosa, Olga Mariño, Bernardo Pereira Nunes, and Nicolas Cardozo |
| Ranking of Social Media Alerts with Workload Bounds in Emergency Operation Centers | Hemant Purohit, Carlos Castillo, Muhammad Imran and Rahul Pandey |
| Precise Description Generation for Knowledge Base Entities with Local Pointer Network | Hsin-Hsi Chen Shyh-Horng Yeh and Hen-Hsen Huang |
| Fusion-based multimodal detection of hoaxes in social networks | Vincent Claveau, Cédric Maigrot, and Ewa Kijak |
| Context Prediction in the Social Web using Applied Machine Learning: A Study of Canadian Tweeters | Osmar Zaiane Hamman Samuel, Benyamin Noori and Sara Farazi |
| QuickCent: a fast and frugal heuristic for centrality estimation on networks | Francisco Plana and Jorge Párez |
| LASAGNE: Locality And Structure Aware Graph Node Embeddings | Evgeniy Faerman, Felix Borutta, Kimon Fountoulakis and Michael W. Mahoney |
| Pricing Strategies with Promotion Time Limitation in Online Social Networks | Yan Li and Victor O.K. Li |
| DOMdiff: Identification and Classification of Inter-DOM Modifications | Manuel Leithner and Dimitris E. Simos |
| Distributional Semantics Approach to Detect Intent in Twitter Conversations on Sexual Assaults | Rahul Pandey, Hemant Purohit, Bonnie Stabile, and Aubrey Grant |
| SNS Retrieval Based on User Profile Estimation Using Transfer Learning from Web Search | Daisuke Kataoka and Keishi Tajima |
| A plagiarism detection engine for images in Docode | Juan Velásquez Simón Sepulveda, Gaspar Pizarro, and Juan D. Velásquez |
| Enhancing crowd wisdom using explainable diversity inferred from social media | Shreyansh Bhatt, Manas Gaur, Beth Bullemer, Valerie Shalin, Amit Sheth, and Brandon Minnery |
| Personality Exploration System for Online Social Networks: Facebook Brands As a Use Case | Raad Bin Tareaf, Philipp Berger, Patrick Hennig, and Christoph Meinel |
| Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery | Yang Liu, Zhonglei Gu, Tobey H. Ko and Jiming Liu |
WI 2018 Short
| Name | Author |
| Resting EEG Features and Their Application in Depressive Disorders | Liqing Liu, Haiyan Zhou, Minghui Zhang, Jiajin Huang, Lei Feng and Ning Zhong |
| Impact of Semantic Granularity on Geographic Information Search Support | Noemi Mauro, Laura Di Rocco, Liliana Ardissono, Michela Bertolotto and Giovanna Guerrini |
| Dynamic Visualization of Quality in Online Conversations | Brian Thoms, Evren Eryilmaz and Nicole Dubin |
| A Data Cleaning Framework for Water Quality based on NLDIW-PSO based optimal SVR | Jianzhuo Yan, Xinyue Chen, and Yongchuan Yu |
| Visual analytics interface for time series data based on trajectory manipulation | Rei Takami and Yasufumi Takama |
| Scale Adjustable Interaction Group Identification | Shouzhong TU, Jianye YU, Jing He, and Xiaoyan ZHU |
| Real friendship and Virtual friendship: differences in similarity of contents/people and proposal of classification models on SNS | Takafumi Komori, Yoshinori Hijikata, Tomu Tominaga, Shogoro Yoshida, Nobuchika Sakata, and Kensuke Harada |
| A failure of collective intelligence | Yan Zhao and Eugene Santos Jr. |
| A Contextual Random Walk Model for Automated Playlist Generation | Seiji Ueda, Atsushi Keyaki, and Jun Miyazaki |
| Social Media Brand Engagement as a Proxy for E-commerce Activities: A Case Study of Sina Weibo and JD | Weiqiang Lin, Pedro Saleiro, Natasa Milic-Frayling, and Eugene Ch'ng |
| Exploration of Word Embedding Model to Improve Context-Aware Recommender Systems | Camila Vaccari Sundermann, joão antunes, Marcos Aurélio Domingues, and Solange Oliveira Rezende |
| U-Statistics-based Anomaly and Novelty Detection | Kazuki Yokoyama, Marcio Valk, Gabriela Cybis and Renata Galante |
| Leveraging Knowledge Graph for Open-domain Question Answering | Jose Ortiz Costa and Anagha Kulkarni |
| Boosting Reinforcement Learning in Competitive Influence Maximization with Transfer Learning | Khurshed Ali, Chih-Yu Wang, and Yi-Shin Chen |
| Consensus Clustering in Networks with Multi-View Features | Tiantian He, Keith C.C. Chan and Libin Yang |
| "Going Deep to Detect Liars" Detecting Fake News using Deep Learning | Arjun Roy, Kingshuk Basak, Asif Ekbal, and Pushpak Bhattacharyya |
| LOCAST: Optimal location casting by crowdsourcing and open data integration | Konstantinos Platis, Ilias Dimitriadis and Athena Vakali |
| Concept Enhanced Content Representation for linking Educational Resources | Khushboo Thaker, Daqing He, and Peter Brusilovsky |
| Engineering an aligned gold-standard corpus of human to machine oriented Controlled Natural Language | hazem abdelaal, Brian Davis and Manel Zarrouk |
| From Genre Classification to Aspect Extraction: New Annotation Schemas for Book Reviews | Tamara Álvarez-López, Patrice Bellot, Milagros Fernández-Gavilanes and Enrique Costa-Montenegro |
| Extraction and Visualization of Occupational Health and Safety Related Information from Open Web | Tirthankar Dasgupta, Rupsa Saha, Abir Naskar and Lipika Dey |
| Extending the VERIS framework to an incident handling ontology | Guilherme Moreira, Julio Duarte, Anderson Santos and Vanusa Calegario |
| Hybrid Question Answering using Heuristic Methods and Linked Data | Rawan Bahmid and Amal Zouaq |
| Current Applications of Machine Learning Techniques in CRM: A Literature Review and Practical Implications | Beatriz Chagas, Julio Viana, Olaf Reinhold, Fábio Lobato, Antonio Jacob Jr., and Rainer Alt |
| Interactive Minutes Generation System Based on Hierarchical Discussion Structure | Hiroya Miura, Yoshinari Takegawa, Asuka Terai, and Keiji Hirata |
| Ranking Methods for Query Relaxation in Book Search | Momo Kyozuka and Keishi Tajima |
| "What's ur type?" Contextualized Classification of User Types in Marijuana-related Communications using Compositional Multiview Embedding | Ugur Kursuncu, Manas Gaur, Usha Lokala, Anurag Illendula, Krishnaprasad Thirunarayan, Raminta Daniulaityte, Amit Sheth and I. Budak Arpinar |
| Knowledge Graphs, Category Theory and Signatures | Marek Reformat, Giuseppe D'Aniello, and Matteo Gaeta |
| Investigation of the Quality of Topic Models for Noisy Data Sources | Dakshi Kapugama Geeganage, Yue Xu and Yuefeng Li |
| A Python Library for Memory Augmented Neural Networks | Philippe Debie, Weiwei Wang, and Stefano Bromuri |
| Goldbach's Function Approximation Using Deep Learning | Avigail Stekel, Merav Chkroun, and Amos Azaria |
| Reddit weight loss communities: do they have what it takes for effective health interventions? | Fabricio Murai Karen Enes, Pedro Brum, Tiago Cunha, Ana Paula Silva and Gisele Pappa |
| Which Emoji Talks Best for My Picture? | Anurag Illendula, KV Manohar and Manish Reddy Yedulla |
| High-Speed Clustering of Regional Photos Using Representative Photos of Different Regions | Takayasu Fushimi and Ryota Mori |
| Transforming Geo-Referenced Data in Contextual Information for Context-Aware Recommender Systems | Igor André Santana, Abner Suniga, Juliano Donini, Camila Vaccari Sundermann, Solange Oliveira Rezende, and Marcos Aurélio Domingues |
| Learning Adaptive Graph Protection Strategy on Dynamic Networks via Reinforcement Learning | Arie Wahyu Wijayanto and Tsuyoshi Murata |
| Estimation Errors in Network A/B Testing due to Sample Variance and Model Misspecification | Fabricio Murai Ferreira, Francisco Galuppo Azevedo, Bruno Demattos Nogueira and Ana Paula Couto da Silva |
| Annotating Online Civic Discussion Threads for Argument Mining | Gaku Morio and Katsuhide Fujita |
| Conditional Relationship Extraction for Diseases and Symptoms by a Web Search-based Approach | Yi-Hui Lee and Jia-Ling Koh |
| Multi-label Classification for Past Events | Yasunobu Sumikawa and Ryohei Ikejiri |
| Online Social Networks in Health Care: A Study of Mental Disorders on Reddit | Fabricio Murai, Bárbara Silveira Fraga and Ana Paula Couto da Silva |
| Self-Deprecating Sarcasm Detection: An Amalgamation of Rule-Based and Machine Learning Approach | Muhammad Abulaish and Ashraf Kamal |
| Incorporating time dynamics and implicit feedback in music recommender systems | Diego Sánchez-Moreno, Yong Zheng, and María N. Moreno-García |
| Online learning applied to Autonomous Valuation of Financial Assets | Marcel Ribeiro and Paulo Castro |
| Web page recommendation on sparse collection of web pages | Carson Leung and Fan Jiang |
| Sequential Formal Concepts over Time for Trajectory Analysis | Feda Almuhisen, Nicolas Durand, and Mohamed Quafafou |
| Determination of Factors Influencing Student Engagement using a Learning Management System in a Tertiary Setting | Prabal Datta Barua, Xujuan Zhou, Raj Gururajan, and Ka C. Chan |
| A Novel Framework for Distress detection through an automated speech processing system | Rajib Rana, Raj Gururajan, Geraldine McKenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou and Prabal Datta Barua |
11th Natural Language Processing and Ontology Engineering (NLPOE2018)
| Name | Author |
| Classical Formula Ontology Construction and Application in the Diagnosis and Treatment of Dermatosis | Xingliang Qi |
| Research on Mathematical Formula Knowledge Base for Formula Recognition | Yao Liu |
| Cross-language Information Retrieval Based on Multiple Information | Qi Su |
| Overview of Communication Protocols in Internet of Things: Architecture, Development and Future Trends | Yonghong Cheng |
| Review of Copy Detection Techniques for Monolingual Natural-language Documents | Yonghong Cheng |
The 5th International Workshop on Complex Methods for Data and Web Mining
| Name | Author |
| Research on Knowledge Discovery in Database for the State of Traffic Flow Based on Rough Set Theory | - |
| The Applications of Stochastic Models in Network Embedding: A Survey | Minglong Lei |
| Mental workload assessment in smartphone multitasking users: A feature selection approach using physiological and simulated data | Hernán Lira and In-Young Ko |
| Inverse Convolutional Neural Networks for Learning from Label Proportions | Jiabin Liu |
| A Survey of Sparse-learning Methods for Deep Neural Networks | Lingfeng Niu |
| Air pollutant severity prediction using Bi-directional LSTM Network | Ishan Verma |
| Measuring Architectural Misfit: A Preliminary Real Life Study | Markus Zeindl |
The 1st International Workshop on Text Analysis and Retrieval
| Name | Author |
| DRIM: MDL-based Approach for Fast Diverse Summarization | Natalia Vanetik |
| HEvaS: Headline Evaluation System | Natalia Vanetik |
| Towards Building a Human Perception Knowledge for Social Sensation Analysis | Jun Lee |
| Multi-Document Summarization using Distributed Bag-of-Words Model | Lipika Dey |
| sentiment classification on twitter data using support vector machine | Aditi Sharan |
| PubTag: Generating Research Tag-Clouds with Keyphrase Extraction and Learning-to-Rank | Paula Ríos |
| Image Sentiment Analysis using Deep Learning | Namita Mittal |
| Automated Identification of Type-Specific Dependencies Between Requirements | Ralph Samer |
1st International Workshop on Blockchain Technology for Multy-Agent Systems (BCT4MAS)
| Name | Author |
| Blockchain for Trustworthy Coordination: A First Study with LINDA and Ethereum | Giovanni Ciato |
| An Innovative IPFS-Based Storage Model for Blockchain | Zheng Qiuhong |
| On the Collaborative Governance of Decentralized Edge Microclouds with Blockchain-based Distributed Ledgers | Felix Freitag |
| MAS-aided Approval for Bypassing Decentralized Processes: an Architecture | Davide Calvaresi |
| Reputation Management in Multi-Agent Systems using Permissioned Blockchain | Davide Calvaresi |
| Towards Automated Contract handling | Audey Dupont |
International Workshop on Web Personalization, Recommender System and Social Media (WPRSM18)
| Name | Author |
| Analysis of User Dwell Time by Category in News Application | Yoshifumi Seki |
| Analysis of Political Party Twitter Accounts' Retweeters during Japan's 2017 Election | Mitsuo Yoshida |
3rd International Workshop on Intelligent Data Analysis in Integrated Social CRM (iCRM2018)
| Name | Author |
| Social CRM From the Customer Perspective: A Preliminary Analysis of Differences Between Brazilian and German Users | Olaf Reinhold |
| A Literature Review in Preprocessing for Sentiment Analysis for Brazilian Portuguese Social Media | Marcia Pinheiro |
| Social CRM in Digital Marketing Agencies: an extensive classification of services | Olaf Reinhold |
Industry Track Papers
| Name | Author |
| SENSEI: An Intelligent Advisory System for the eSport Community and Casual Players | Dominik Slezak |
| Regression analysis towards estimating tax evasion in Goods and Services Tax | Jitjin Mathews |
| Grail: A Framework for Adaptive and Believable AI in Video Games | Piotr Biczyk |
Challenging the Big Data Problem on the Web (BigWebData)
| Name | Author |
| Proposed computational classification system of human cognitive biases | Bryan Boots |
| Analyzing Biological Pathways Using Transaction Logic | Reza Basseda |
Social Media Analytics for Healthcare (SMA4H)
| Name | Author |
| Topical Cluster Discovery in Semistructured Healthcare Data | Ricardo Ortale |
| Distributed algorithm for big data analytics in healthcare | Agostino Forestino |
| When Blockchain Meets the Right to be Forgotten: Technology Versus Law for the Healthcare Industry | Mirko Koscina |
Data Science for Crime Amalytics
| Name | Author |
| Integrating Game Theory and Data Mining for Dynamic Distribution of Police to Combat Crime | Kate Smith miles |
| Detecting Network Intrusion Beyond 1999: Applying Machine Learning Techniques to a Partially Labeled Cybersecurity Dataset | Jan Klein |