Table of Contents

• How to Augment Learning with Reasoning?Leslie G. Valiant. 1 [doi]
• Why is it so hard to make self-driving cars? (Trustworthy autonomous systems)Joseph Sifakis. 2 [doi]
• Can We Replace Programming Languages by Natural Instruction?Tom M. Mitchell. 3 [doi]
• Modular Design Patterns for Systems that Learn and ReasonFrank van Harmelen. 4 [doi]
• Trusted Data Sharing - Incentivizing Collaboration and Rights to be Forgotten in Machine LearningBryan Low. 5 [doi]
• Online Social Networks Bot Detection Services and Technologies: How can Social Bots be Detected in Today's Online Mistrusted Platforms?Athena Vakali. 6 [doi]
• Unleash the Power of Label Space: Label Enhancement for Label Distribution LearningXin Geng. 7 [doi]
• Emotion-based Modeling of Mental Disorders on Social MediaXiaobo Guo, Yaojia Sun, Soroush Vosoughi. 8-16 [doi]
• EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph EmbeddingLu Gan 0004, Diana Nurbakova, Léa Laporte, Sylvie Calabretto. 17-24 [doi]
• Probabilistic Embedding for Collaborative ReasoningHuanhuan Yuan, Jian Yang, Jiajin Huang, Ning Zhong 0001. 25-31 [doi]
• A Label Extension Schema for Improved Text Emotion ClassificationZongxi Li, Xianming Li, Haoran Xie 0001, Qing Li, Xiaohui Tao. 32-39 [doi]
• Analysis of Leading Communities Contributing to arXiv Information Distribution on TwitterKyosuke Shimada, Kazuhiro Kazama, Mitsuo Yoshida 0003, Ikki Ohmukai, Sho Sato. 40-47 [doi]
• Cross-Domain Attentive Sequential Recommendations based on General and Current User Preferences (CD-ASR)Nawaf Alharbi, Doina Caragea. 48-55 [doi]
• Addressing Scalability Issues in Semantics-Driven Recommender SystemsMounir M. Bendouch, Flavius Frasincar, Tarmo Robal. 56-63 [doi]
• Home Appliance Review Analysis Via Adversarial ReptileTai-Jung Kan, Chia-Hui Chang. 64-70 [doi]
• "I'll be back": Examining Restored Accounts On TwitterArnav Kapoor, Rishi Raj Jain, Avinash Prabhu, Tanvi Karandikar, Ponnurangam Kumaraguru. 71-78 [doi]
• Diverse Reviewer Suggestion for Extending Conference Program CommitteesChristin Katharina Kreutz, Krisztian Balog, Ralf Schenkel. 79-86 [doi]
• Automatic Generation of Event Ontology from Social Network and Mobile Positioning DataLandy Rajaonarivo, Tsunenori Mine, Yutaka Arakawa. 87-94 [doi]
• Long-term Characterization of Political Communications on Social MediaLucas Santos de Oliveira, Marcelo Santos Amaral, Pedro O. S. Vaz de Melo. 95-102 [doi]
• Evaluating a Sentiment Analysis Tool to Detect Digital Transformation StressEwa Makowska-Tlomak, Radoslaw Nielek, Kinga Skorupska, Julia Paluch, Wieslaw Kopec. 103-111 [doi]
• Efficient Representation of Interaction Patterns with Hyperbolic Hierarchical Clustering for Classification of Users on TwitterTanvi Karandikar, Avinash Prabhu, Avinash Tulasi, Arun Balaji Buduru, Ponnurangam Kumaraguru. 112-119 [doi]
• Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social MediaSeiji Maekawa, Santi Saeyor, Takeshi Sakaki, Makoto Onizuka. 120-127 [doi]
• Blockchain-Based Self-Sovereign Identity: Survey, Requirements, Use-Cases, and Comparative StudyRazieh Nokhbeh Zaeem, Kai Chih Chang, Teng-chieh Huang, David Liau, Wenting Song, Aditya Tyagi, Manah Khalil, Michael Lamison, Siddharth Pandey, K. Suzanne Barber. 128-135 [doi]
• Fake News Detection via Biased User Profiles in Social Networking SitesRyoya Furukawa, Daiki Ito, Yuta Takata, Hiroshi Kumagai, Masaki Kamizono, Yoshiaki Shiraishi, Masakatu Morii. 136-145 [doi]
• Plusmine: Dynamic Active Learning with Semi-Supervised Learning for Automatic ClassificationJan Klein 0004, Sandjai Bhulai, Mark Hoogendoorn, Robert D. van der Mei. 146-153 [doi]
• Efficient Query Obfuscation with KeyqueriesMaik Fröbe, Eric Oliver Schmidt, Matthias Hagen. 154-161 [doi]
• Improving Topic Modeling Performance through N-gram RemovalMohamad Almgerbi, Andrea De Mauro, Adham Kahlawi, Valentina Poggioni. 162-169 [doi]
• An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge GraphsClaudia d'Amato, Pierpaolo Masella, Nicola Fanizzi. 170-177 [doi]
• Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge GraphsNicholas Halliwell, Fabien Gandon, Freddy Lécué. 178-185 [doi]
• A Learning Framework with Disposable Auxiliary Networks for Early Prediction of Product SuccessChih-Ting Yeh, Zhe-Li Lin, Sheng-Chieh Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang. 186-193 [doi]
• Assessing the use of attention weights to interpret BERT-based stance classificationCarlos Abel Córdova Sáenz, Karin Becker. 194-201 [doi]
• Neural text generation for query expansion in information retrievalVincent Claveau. 202-209 [doi]
• On the Impact of Dataset Size: A Twitter Classification Case StudyThi-Huyen Nguyen, Hoang H. Nguyen, Zahra Ahmadi, Tuan-Anh Hoang, Thanh-Nam Doan. 210-217 [doi]
• CADPP: An Effective Approach to Recommend Attentive and Diverse Long-tail ItemsShuai Tang, Xiaofeng Zhang. 218-225 [doi]
• How to Churn Deep Contextual Models?Mohammad Rashedul Hasan. 226-233 [doi]
• Using Grammar-Based Genetic Programming for Mining Subsumption Axioms Involving Complex Class ExpressionsRémi Felin, Andrea G. B. Tettamanzi. 234-240 [doi]
• Counterfactual Contextual Multi-Armed Bandit to Diagnose Post-Harvest Diseases of AppleGabriele Sottocornola, Fabio Stella, Markus Zanker. 241-248 [doi]
• A Framework for Duplicate Detection from Online Job PostingsYanchang Zhao, Haohui Chen, Claire M. Mason. 249-256 [doi]
• Tri-skill variant Simplex and strongly polynomial-time algorithm for linear programmingPei-Zhuang Wang, Jing He, Qi-wei Kong, Shi Yong. 257-261 [doi]
• A Text Generation Model that Maintains the Order of Words, Topics, and Parts of Speech via Their Embedding Representations and Neural Language ModelsNoriaki Kawamae. 262-269 [doi]
• Evolving Multi-view Autoencoders for Text ClassificationTuan Ha, Xiaoying Gao. 270-276 [doi]
• Towards Better Evidence Extraction Methods for Fact-Checking SystemsPedro Azevedo, Gil Rocha, Diego Esteves, Henrique Lopes Cardoso. 277-284 [doi]
• Climbing Route Difficulty Grade Prediction and ExplanationMarina Andric, Iustina Ivanova, Francesco Ricci 0001. 285-292 [doi]
• TTNet: Tabular Transfer Network for Few-samples PredictionZhao Li, Donghui Ding, Xuanwu Liu, Peng Zhang, Youxi Wu, Lingzhou Ma. 293-301 [doi]
• Unsupervised Tree Extraction in Embedding Spaces for Taxonomy InductionFrançois Torregrossa, Robin Allesiardo, Vincent Claveau, Guillaume Gravier. 302-309 [doi]
• Combining Machine Learning With Inductive Logic Learning To Detect Deviations From Daily Routines In Ambient Intelligent EnvironmentsBenjamin Duppe, Michael Meiser, Alexander Anisimov, André Antakli, Muhammad Muaz, Ingo Zinnikus. 310-317 [doi]
• Event Causal Relationship RetrievalYasunobu Sumikawa. 318-325 [doi]
• Multi-Task Neural Sequence Labeling for Zero-Shot Cross-Language Boilerplate RemovalYu-Hao Wu, Chia-Hui Chang. 326-334 [doi]
• Clustering-based Location Authority Deep Model in the Next Point-of-Interest RecommendationTianxing Wang, Can Wang 0004, Hui Tian 0001, Alan Wee-Chung Liew, Yunwei Zhao. 335-342 [doi]
• Quantum Reinforcement Learning Applied to Board GamesMiguel Teixeira, Ana Paula Rocha 0001, Antonio J. M. Castro. 343-350 [doi]
• Gated Character-aware Convolutional Neural Network for Effective Automated Essay ScoringHuanyu Bai, Zhilin Huang, Anran Hao, Siu Cheung Hui. 351-359 [doi]
• Multi-Agent Pickup and Delivery with Task DeadlinesXiaohu Wu, Yihao Liu, Xueyan Tang, Wentong Cai 0001, Funing Bai, Gilbert Khonstantine, Guopeng Zhao. 360-367 [doi]
• Learning Equilibrium Contributions in Multi-project Civic CrowdfundingManisha Padala, Sankarshan Damle, Sujit Gujar. 368-375 [doi]
• Local Maxima in ADCOPs via Side PaymentsYair Vaknin, Amnon Meisels. 376-381 [doi]
• Mechanism Design without Money for Fair AllocationsManisha Padala, Sujit Gujar. 382-389 [doi]
• Bargaining Chips: Coordinating One-to-Many Concurrent Composite NegotiationsTim Baarslag, Tijmen Elfrink, Faria Nassiri Mofakham, Thimjo Koça, Michael Kaisers, Reyhan Aydogan. 390-397 [doi]
• Comparing Decentralized Algorithms for Dynamic Task Sharing among Agents with Limited ResourcesHisashi Hayashi. 398-405 [doi]
• Redistribution in Public Project Problems via Neural NetworksGuanhua Wang, Wuli Zuo, Mingyu Guo. 406-413 [doi]
• Balancing Team Membership and Independent Activity for Robots in Dangerous DomainsSeth Fiawoo, John Anderson. 414-421 [doi]
• Differentially Private Multi-Agent Constraint OptimizationSankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar. 422-429 [doi]
• Blockchain-based Practical Multi-agent Secure Comparison and its Application in AuctionsSankarshan Damle, Boi Faltings, Sujit Gujar. 430-437 [doi]
• Self-Sovereign Identity and User Control for Privacy-Preserving Contact TracingWenting Song, Razieh Nokhbeh Zaeem, David Liau, Kai Chih Chang, Michael R. Lamison, Manah M. Khalil, K. Suzanne Barber. 438-445 [doi]
• Disease Classification on Admission and on Discharge with Residual CNN-TransformerYu-Ting Lin, Sheng-Lun Wei, Hen-Hsen Huang, Hui-Chih Wang, Hsin-Hsi Chen. 446-452 [doi]
• STRETCH: Stress and Behavior Modeling with Tensor Decomposition of Heterogeneous DataChunpai Wang, Shaghayegh Sahebi, Helma Torkamaan. 453-462 [doi]
• Analyzing the Preferences and Personal Needs of Teenage Readers to Make Book RecommendationsSophie Gao, Yiu-Kai Ng. 463-468 [doi]
• AFFORCE: Actionable Framework for Designing Crowdsourcing Experiences for Older AdultsKinga Skorupska, Radoslaw Nielek, Wieslaw Kopec. 469-475 [doi]
• Analyzing Features of Passive Twitter's Users to Estimate Passive Twitter-User's InterestsTessai Hayama. 476-481 [doi]
• Study of Context-based Personalized Recommendations for Points of InterestGaetano Manzo, Davide Calvaresi, Jean-Paul Calbimonte, Esteem Okoro, Michael Schumacher 0001. 482-487 [doi]
• Improvement of User's Attitude toward Decision-Making Task by Multimodal Implicit Expressions of Agent's Subjective AttitudeYoshimasa Ohmoto, Mineya Kaseda, Toyoaki Nishida. 488-493 [doi]
• A Teacher-Student Approach to Cross-Domain Transfer Learning with Multi-level AttentionYing-Jhe Tang, Hen-Hsen Huang. 494-499 [doi]
• Online Classroom Evaluation System Based on Multi-Reaction EstimationYanyi Peng, Masato Kikuchi, Tadachika Ozono. 500-505 [doi]
• Operationalizing Rule-Based Socio-Ethical Behaviour in IoT Collectives: a Policy Management ApproachAmna Batool, Seng W. Loke, Niroshinie Fernando, Jonathan Kua. 506-511 [doi]
• Context-dependent Features Fusion with BERT for Evaluating Multi-Turn Customer-Helpdesk DialoguesSiu Hin Ng, Yen-Chun Huang, Sheng-Jie Lin, Yung-Chun Chang. 512-517 [doi]
• Do you trust experts on Twitter?: Successful correction of COVID-19-related misinformationDongwoo Lim, Fujio Toriumi, Mitsuo Yoshida 0001. 518-523 [doi]
• Fine-Tuning for Cross-Domain Aspect-Based Sentiment ClassificationStefan van Berkum, Sophia van Megen, Max Savelkoul, Pim Weterman, Flavius Frasincar. 524-531 [doi]
• Interpretable Mining of Influential Patterns from Sparse WebConnor C. J. Hryhoruk, Carson K. Leung. 532-537 [doi]
• Extraction and Analysis of Regionally Specific Behavioral Facilitation Information in the Event of a Large-scale DisasterFuto Yamamoto, Yu Suzuki, Akiyo Nadamoto. 538-543 [doi]
• Generalized Negative Sampling for Implicit Feedback in RecommendationYuki Yamanaka, Kazunari Sugiyama. 544-549 [doi]
• Segmentation-based Phishing URL DetectionEint Sandi Aung, Hayato Yamana. 550-556 [doi]
• Taking Another Look at the Use of Bloom Filters in BitcoinGeorge Vlahavas, Kostas Karasavvas, Athena Vakali. 557-562 [doi]
• Applying Benford's Law as an Efficient and Low-cost Solution for Verifying the Authenticity of Users' Video Streams in Learning Management SystemsArgyris Constantinides, Christodoulos Constantinides, Marios Belk, Christos Fidas, Andreas Pitsillides. 563-569 [doi]
• From CIC-IDS2017 to LYCOS-IDS2017: A corrected dataset for better performanceArnaud Rosay, Florent Carlier, Eloïse Cheval, Pascal Leroux. 570-575 [doi]
• A Framework for Internet Connectivity Risk Assessment Based on Graph ModelsTatiana Ermakova, Benjamin Fabian, David Alexander Fradin, Sebastian Gross. 576-581 [doi]
• VOISMA: Indoor Location Identification for Voice-based Smart HomeMahda Noura, Martin Gaedke. 582-588 [doi]
• Bias detection in Wikipedia articles. A study on Polish and English DatasetsWeronika Stankiewicz, Katarzyna Baraniak, Marcin Sydow. 589-594 [doi]
• Sequential Patterns for Spatio-Temporal Traffic PredictionFeda AlMuhisen, Nicolas Durand 0001, Leonardo Brenner, Mohamed Quafafou. 595-602 [doi]
• Credible Text Summarization in Social MediaFrancesco Amedeo Emanuele Talarico, Marco Viviani. 603-610 [doi]
• Quantifying Urban Safety Perception on Street View ImagesFelipe Moreno Vera, Bahram Lavi, Jorge Poco. 611-616 [doi]
• A systematic approach to identify the information captured by Knowledge Graph EmbeddingsAntonia Ettorre, Anna Bobasheva, Catherine Faron, Franck Michel. 617-622 [doi]
• Product Information Browsing Support System Using Analytic Hierarchy ProcessWeijian Li, Masato Kikuchi, Tadachika Ozono. 623-628 [doi]
• Recommending Multiple Positive Citations for Manuscript via Content-Dependent Modeling and Multi-Positive TripletYang Zhang, Qiang Ma. 629-634 [doi]
• Relation Extraction with Sentence Simplification Process and Entity InformationMohammad Sahand Parniani, Marek Z. Reformat. 635-640 [doi]
• Visualization of POI Competitiveness Using Extracted Map Tiles from Social Media Response Since COVID-19Huaze Xie, Da Li, Yuanyuan Wang 0003, Yukiko Kawai. 641-646 [doi]
• Enhance while protecting: privacy preserving image filteringDiego Arcelli, Alina Elena Baia, Alfredo Milani, Valentina Poggioni. 647-652 [doi]
• Recycling Numeracy Data Augmentation with Symbolic Verification for Math Word Problem SolvingTien-Yi Jen, Hen-Hsen Huang, Hsin-Hsi Chen. 653-657 [doi]
• Analysis of the Effect of the Number of Bidders and Bidding Process on the End Price in a B2B Online AuctionKohei Hatamoto, Soichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura. 658-663 [doi]
• CURIOCITY Framework: Managing Heterogeneous Cultural Heritage DataAlexander Pinto-De la Gala, Yudith Cardinale, Irvin Dongo. 664-669 [doi]
• Novel Views on Novels: Embedding Multiple Facets of Long TextsLasse Kohlmeyer, Tim Repke, Ralf Krestel. 670-675 [doi]
• An Agent Supporting Symptom Elicitation in Physician-Patient DialogueMarco Lanciotti, Catherine Escazut, Célia da Costa Pereira, Claudio Sartori 0001, Emanuele Galasso. 676-681 [doi]
• A personalized agent-based chatbot for nutritional coachingDavide Calvaresi, Stefan Eggenschwiler, Jean-Paul Calbimonte, Gaetano Manzo, Michael Schumacher 0001. 682-687 [doi]
• Course Allocation with Friendships as an Asymmetric Distributed Constraint Optimization ProblemIlya Khakhiashvili, Tal Grinshpoun, Lihi Dery. 688-693 [doi]
• Q-SMASH: Q-Learning-based Self-Adaptation of Human-Centered Internet of ThingsHamed Rahimi, Iago Felipe Trentin, Fano Ramparany, Olivier Boissier. 694-698 [doi]