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WI 2017: Leipzig, Germany
- Amit P. Sheth, Axel Ngonga, Yin Wang, Elizabeth Chang, Dominik Slezak, Bogdan Franczyk, Rainer Alt, Xiaohui Tao, Rainer Unland:
Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, August 23-26, 2017. ACM 2017, ISBN 978-1-4503-4951-2
Keynote
- Amit P. Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan:
Knowledge will propel machine understanding of content: extrapolating from current examples. 1-9
Intelligent human-web interaction
- Takayasu Fushimi, Tetsuji Satoh:
Constructing and visualizing topic forests for text streams. 10-17 - Benjamin Fabian, Tatiana Ermakova, Tino Lentz:
Large-scale readability analysis of privacy policies. 18-25 - Joaquim A. M. Neto, Kazuki M. Yokoyama, Karin Becker
:
Studying toxic behavior influence and player chat in an online video game. 26-33 - Noemi Mauro
, Liliana Ardissono
, Adriano Savoca:
Concept-aware geographic information retrieval. 34-41 - Deepti Goel, Santanu Chaudhury, Hiranmay Ghosh:
An IoT approach for context-aware smart traffic management using ontology. 42-49 - Tsunenori Ishioka, Masayuki Kameda:
Overwritable automated japanese short-answer scoring and support system. 50-56
Semantic aspects of web intelligence
- Kleanthi Georgala, Michael Hoffmann, Axel-Cyrille Ngonga Ngomo:
An evaluation of models for runtime approximation in link discovery. 57-64 - Amel Bouzeghoub, Saïd Jabbour, Yue Ma, Badran Raddaoui:
Handling conflicts in uncertain ontologies using deductive argumentation. 65-72 - Chifumi Nishioka, Ansgar Scherp:
Keeping linked open data caches up-to-date by predicting the life-time of RDF triples. 73-80 - Petar Ristoski, Stefano Faralli
, Simone Paolo Ponzetto
, Heiko Paulheim
:
Large-scale taxonomy induction using entity and word embeddings. 81-87 - Tuan-Dat Trinh, Peb Ruswono Aryan
, Ba-Lam Do
, Fajar J. Ekaputra
, Elmar Kiesling, Andreas Rauber, Peter Wetz, A Min Tjoa
:
Linked data processing provenance: towards transparent and reusable linked data integration. 88-96 - Chuancong Gao
, Jiannan Wang, Jian Pei
, Rui Li, Yi Chang
:
Preference-driven similarity join. 97-105 - André Valdestilhas
, Tommaso Soru
, Axel-Cyrille Ngonga Ngomo:
CEDAL: time-efficient detection of erroneous links in large-scale link repositories. 106-113 - Waleed Nema, Yinshan Tang:
Consensus-based ranking of wikipedia topics. 114-124 - Timofey Ermilov, Diego Moussallem, Ricardo Usbeck
, Axel-Cyrille Ngonga Ngomo:
GENESIS: a generic RDF data access interface. 125-131 - Julio Cesar Duarte, Maria Cláudia Reis Cavalcanti
, Igor de Souza Costa, Diego Esteves:
An interoperable service for the provenance of machine learning experiments. 132-138 - Diego Esteves, Diego Moussallem, Tommaso Soru
, Ciro Baron Neto, Jens Lehmann
, Axel-Cyrille Ngonga Ngomo, Julio Cesar Duarte:
LOG4MEX: a library to export machine learning experiments. 139-145 - Michael Glöckner, André Ludwig:
Ontological structuring of logistics services. 146-153 - Audun Vennesland:
Matcher composition for identification of subsumption relations in ontology matching. 154-161
Social networks and ubiquitous intelligence
- Ryan Hartman
, Josemar Faustino
, Diego Pinheiro
, Ronaldo Menezes
:
Assessing the suitability of network community detection to available meta-data using rank stability. 162-169 - Natércia A. Batista, Michele A. Brandão, Gabriela B. Alves, Ana Paula Couto da Silva, Mirella M. Moro
:
Collaboration strength metrics and analyses on GitHub. 170-178 - Yang Zhang, Minyue Ni, Weili Han, Jun Pang:
Does #like4like indeed provoke more likes? 179-186 - Kazuki Uchida, Fujio Toriumi
, Takeshi Sakaki:
Evaluation of retweet clustering method classification method using retweets on Twitter without text data. 187-194 - Jacopo Castellini, Valentina Poggioni, Giulia Sorbi:
Fake Twitter followers detection by denoising autoencoder. 195-202 - Moeen Farasat, Jerry Scripps:
LCHI: multiple, overlapping local communities. 203-210 - Guillaume Gadek, Alexandre Pauchet, Nicolas Malandain, Khaled Khelif, Laurent Vercouter, Stéphan Brunessaux:
Measures for topical cohesion of user communities on Twitter. 211-218 - Erik Aumayr, Conor Hayes:
The path to success: a study of user behaviour and success criteria in online communities. 219-226 - Brendan Spillane
, Séamus Lawless, Vincent Wade:
Perception of bias: the impact of user characteristics, website design and technical features. 227-236 - Mohan Timilsina
, Brian Davis
, Michael Taylor
, Conor Hayes:
Predicting citations from mainstream news, weblogs and discussion forums. 237-244 - Qiyu Kang, Wee Peng Tay
:
Sequential multi-class labeling in crowdsourcing: a ulam-renyi game approach. 245-251 - Marios Belk, Andreas Pamboris, Christos Fidas
, Christina P. Katsini, Nikolaos M. Avouris, George Samaras:
Sweet-spotting security and usability for intelligent graphical authentication mechanisms. 252-259 - Ke Xu, Yi Cai, Huaqing Min, Xushen Zheng, Haoran Xie
, Tak-Lam Wong:
UIS-LDA: a user recommendation based on social connections and interests of users in uni-directional social networks. 260-265 - Johnnatan Messias
, Pantelis Vikatos, Fabrício Benevenuto:
White, man, and highly followed: gender and race inequalities in Twitter. 266-274 - Pierpaolo Dondio, James Usher:
Analysing the behaviour of online investors in times of geopolitical distress: a case study on war stocks. 275-283 - Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu:
Brand key asset discovery via cluster-wise biased discriminant projection. 284-290 - Arti Ramesh, Mario Rodriguez, Lise Getoor:
Multi-relational influence models for online professional networks. 291-298 - Soichiro Hirota, Ryohei Sasano, Hiroya Takamura
, Manabu Okumura:
Real-time tweet selection for TV news programs. 299-305 - Michele A. Brandão, Pedro O. S. Vaz de Melo
, Mirella M. Moro
:
Tie strength dynamics over temporal co-authorship social networks. 306-313 - Lise-Marie Veillon, Gauvain Bourgne, Henry Soldano:
Waves: a model of collective learning. 314-321 - Wei Wang, Chunyan Miao
, Shuji Hao:
Zero-shot human activity recognition via nonlinear compatibility based method. 322-330
Web agents
- Amro Najjar, Yazan Mualla
, Olivier Boissier, Gauthier Picard
:
AQUAMan: QoE-driven cost-aware mechanism for SaaS acceptability rate adaptation. 331-339 - Meili Vanegas-Hernandez, Célia da Costa Pereira
, Diego Moreno, Giovanni Fusco
, Andrea G. B. Tettamanzi, Michel Riveill
, José Tiberio Hernández
:
A new urban segregation-growth coupled model using a belief-desire-intention possibilistic framework. 340-347 - Saeid Samadidana, Roger Mailler:
Solving DCSP problems in highly degraded communication environments. 348-355 - Davide Calvaresi
, Mauro Marinoni
, Arnon Sturm
, Michael Schumacher, Giorgio C. Buttazzo:
The challenge of real-time multi-agent systems for enabling IoT and CPS. 356-364 - Yassine Drias
, Gabriella Pasi
:
A collaborative approach to web information foraging based on multi-agent systems. 365-371 - Mairon Belchior, Viviane Torres da Silva:
Detection of normative conflict that depends on execution order of runtime events in multi-agent systems. 372-380 - Somayeh Koohborfardhaghighi, Juan Pablo Romero, Sira Maliphol, Yulin Liu, Jörn Altmann
:
How bounded rationality of individuals in social interactions impacts evolutionary dynamics of cooperation. 381-388
Web intelligence applications
- Zhijiang Wan, Ning Zhong, Jianhui Chen, Haiyan Zhou, Jie Yang, Jianzhuo Yan:
A depressive mood status quantitative reasoning method based on portable EEG and self-rating scale. 389-395 - Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto
:
Intelligent decision support for data purchase. 396-402 - Claudio Carpineto, Giovanni Romano:
Learning to detect and measure fake ecommerce websites in search-engine results. 403-410 - Naeem Khalid Janjua
, Omar Khadeer Hussain
, Elizabeth Chang
, Syed Mohammed Shamsul Islam
:
Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains. 411-418 - David Ben Yosef, Lihi Naamani Dery
, Svetlana Obraztsova, Zinovi Rabinovich
, Marina Bannikova:
Haste makes waste: a case to favour voting bots. 419-425 - Shuhei Iitsuka, Kazuya Kawakami, Seigen Hagiwara, Takayoshi Kawakami, Takayuki Hamada, Yutaka Matsuo:
Inferring win-lose product network from user behavior. 426-433 - Tatsuya Nakamura, Tomu Tominaga, Miki Watanabe, Nattapong Thammasan, Kenji Urai, Yutaka Nakamura, Kazufumi Hosoda, Takahiro Hara, Yoshinori Hijikata:
Investigation on dynamics of group decision making with collaborative web search. 434-441 - Xi Liu, Pang-Ning Tan
, Lei Liu, Steven J. Simske:
Automated classification of EEG signals for predicting students' cognitive state during learning. 442-450 - Majid Seyfi, Richi Nayak
, Yue Xu
, Shlomo Geva:
Efficient mining of discriminative itemsets. 451-459 - Denghui Zhang, Manling Li
, Yantao Jia, Yuanzhuo Wang, Xueqi Cheng:
Efficient parallel translating embedding for knowledge graphs. 460-468 - Fanzhen Liu
, Zhengpeng Chen, Yali Cui, Chen Liu, Xianghua Li, Chao Gao:
A hybrid evolutionary algorithm for community detection. 469-475 - Morteza Saberi
, Omar Khadeer Hussain
, Elizabeth Chang
:
An online statistical quality control framework for performance management in crowdsourcing. 476-482 - Tomoaki Otsuka, Toshiharu Sugawara
:
Robust spread of cooperation by expectation-of-cooperation strategy with simple labeling method. 483-490 - Jun Lee
, Kyoung-Sook Kim
, Yongjin Kwon, Hirotaka Ogawa:
Understanding human perceptual experience in unstructured data on the web. 491-498 - Gloria Bordogna, Daniele E. Ciriello, Giuseppe Psaila
:
A flexible framework to cross-analyze heterogeneous multi-source geo-referenced information: the J-CO-QL proposal and its implementation. 499-508 - Tuan-Fang Fan, Churn-Jung Liau:
A logic for reasoning about evidence and belief. 509-516 - Juntao Wang
, Wenshuo Guo, Kwok Yip Szeto:
Optimization of financial network stability by genetic algorithm. 517-524
Web mining and warehousing
- Wenbo Wang, Lu Chen, Keke Chen, Krishnaprasad Thirunarayan, Amit P. Sheth:
Adaptive training instance selection for cross-domain emotion identification. 525-532 - Xujuan Zhou
, Xiaohui Tao
, Md Mostafijur Rahman, Ji Zhang:
Coupling topic modelling in opinion mining for social media analysis. 533-540 - Tirthankar Dasgupta, Abir Naskar, Rupsa Saha
, Lipika Dey:
CrimeProfiler: crime information extraction and visualization from news media. 541-549 - Ishan Verma, Lipika Dey, Hardik Meisheri:
Detecting, quantifying and accessing impact of news events on Indian stock indices. 550-557 - Petar Petrovski, Christian Bizer
:
Extracting attribute-value pairs from product specifications on the web. 558-565 - An-Zi Yen, Hen-Hsen Huang, Hsin-Hsi Chen:
Fusing domain-specific data with general data for in-domain applications. 566-572 - Mohd Fazil
, Muhammad Abulaish
:
Identifying active, reactive, and inactive targets of socialbots in Twitter. 573-580 - Simone Aparecida Pinto Romero, Karin Becker
:
Improving the classification of events in tweets using semantic enrichment. 581-588 - Yu Xu, Dong Zhou, Séamus Lawless:
Inferring your expertise from Twitter: combining multiple types of user activity. 589-598 - Ekaterina Shabunina, Gabriella Pasi
:
Information evolution modeling and tracking in social media. 599-606 - Suppanut Pothirattanachaikul, Takehiro Yamamoto, Sumio Fujita, Akira Tajima, Katsumi Tanaka:
Mining alternative actions from community Q&A corpus for task-oriented web search. 607-614 - Deepa Mallela, Dirk Ahlers
, Maria Soledad Pera
:
Mining Twitter features for event summarization and rating. 615-622 - Guangchang Dong, Jianhui Chen, Haiyuan Wang, Ning Zhong:
A narrow-domain entity recognition method based on domain relevance measurement and context information. 623-628 - Kui Zhao, Bangpeng Li, Zilun Peng, Jiajun Bu, Can Wang:
Navigation objects extraction for better content structure understanding. 629-636 - Man-Chun Ko, Hen-Hsen Huang, Hsin-Hsi Chen:
Paid review and paid writer detection. 637-645 - Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran:
A semantics-based measure of emoji similarity. 646-653 - Abdullah Semran Alharbi
, Yuefeng Li, Yue Xu
:
Topical term weighting based on extended random sets for relevance feature selection. 654-661 - Carson K. Leung
, Fan Jiang, Adam G. M. Pazdor:
Bitwise parallel association rule mining for web page recommendation. 662-669 - Gustavo Rodrigues Lacerda Silva, Lucas Machado de Oliveira
, Rafael Ribeiro de Medeiros, Olga Goussevskaia, Fabrício Benevenuto:
Characterizing internet radio stations at scale. 670-677 - Ramazan Ali Bahrami, Jayati Gulati, Muhammad Abulaish
:
Efficient processing of SPARQL queries over GraphFrames. 678-685 - Md. Mostafizur Rahman, Atsuhiro Takasu:
Entity oriented action recommendations for actionable knowledge graph generation. 686-693 - Sachio Hirokawa
, Takahiko Suzuki, Tsunenori Mine:
Machine learning is better than human to satisfy decision by majority. 694-701 - Ryohei Yokobayashi, Takao Miura:
Modeling random projection for tensor objects. 702-708 - Henrique D. P. dos Santos, Vinicius Woloszyn, Renata Vieira
:
Portuguese personal story analysis and detection in blogs. 709-715 - Ikuo Keshi, Yu Suzuki, Koichiro Yoshino, Satoshi Nakamura:
Semantically readable distributed representation learning for social media mining. 716-722 - Mohammed Al-Dhelaan, Abeer Al-Suhaim:
Sentiment diversification for short review summarization. 723-729 - Víctor D. Cortés, Juan D. Velásquez, Carlos F. Ibáñez:
Twitter for marijuana infodemiology. 730-736 - Courtland VanDam, Jiliang Tang, Pang-Ning Tan
:
Understanding compromised accounts on Twitter. 737-744
Web search and recommendation
- Tomas Geurts, Flavius Frasincar:
Addressing the cold user problem for model-based recommender systems. 745-752 - Yong Zheng
:
Context suggestion: empirical evaluations vs user studies. 753-760 - Joseph Johnson, Yiu-Kai Ng:
Enhancing long tail item recommendations using tripartite graphs and Markov process. 761-768 - Wiradee Imrattanatrai, Makoto P. Kato, Katsumi Tanaka:
Entity search by leveraging attributive terms in sentential queries over RDF data. 769-776 - Maha Amami, Rim Faiz, Fabio Stella, Gabriella Pasi
:
A graph based approach to scientific paper recommendation. 777-782 - Xia Jing, Jie Tang:
Guess you like: course recommendation in MOOCs. 783-789 - Qiong Wu, Siyuan Liu, Chunyan Miao
:
Modeling uncertainty driven curiosity for social recommendation. 790-798 - Messaoud Chaa
, Omar Nouali, Patrice Bellot
:
New technique to deal with verbose queries in social book search. 799-806 - Krishnendu Ghosh
, Plaban Kumar Bhowmick, Pawan Goyal:
Using re-ranking to boost deep learning based community question retrieval. 807-814 - Yong Zheng
:
Affective prediction by collaborative chains in movie recommendation. 815-822 - Daisuke Kataoka, Makoto P. Kato, Takehiro Yamamoto, Hiroaki Ohshima, Katsumi Tanaka:
Context-aware relevance feedback over SNS graph data. 823-830 - Shokirkhon Oppokhonov, Seyoung Park, Isaac K. E. Ampomah:
Current location-based next POI recommendation. 831-836 - Ying Liu, Jiajun Yang:
A novel learning-to-rank based hybrid method for book recommendation. 837-842 - Felix Sommer, Fabian Lecron
, François Fouss
:
Recommender systems: the case of repeated interaction in matrix factorization. 843-847
Web services
- Hamza Labbaci, Brahim Medjahed, Faisal Binzagr, Youcef Aklouf:
A deep learning approach for web service interactions. 848-854 - Masayuki Ashikawa, Takahiro Kawamura, Akihiko Ohsuga:
Crowdsourcing worker development based on probabilistic task network. 855-862
WI special session
- Julien Fontanarava, Gabriella Pasi
, Marco Viviani:
An ensemble method for the credibility assessment of user-generated content. 863-868 - Sergej Sizov:
Mining ordinal data under human response uncertainty. 869-876 - Vinicius Woloszyn, Henrique D. P. dos Santos, Leandro Krug Wives
, Karin Becker
:
MRR: an unsupervised algorithm to rank reviews by relevance. 877-883 - Hao Chen, Susan McKeever, Sarah Jane Delany
:
Presenting a labelled dataset for real-time detection of abusive user posts. 884-890 - Sergej Sizov:
Comparative assessment of rating prediction techniques under response uncertainty. 891-898 - Radoslaw Nielek, Marta Lutostanska, Wieslaw Kopec
, Adam Wierzbicki
:
Turned 70?: it is time to start editing Wikipedia. 899-906
World wisdom web
- Shreyansh P. Bhatt, Brandon S. Minnery, Srikanth Nadella, Beth Bullemer, Valerie L. Shalin, Amit P. Sheth:
Enhancing crowd wisdom using measures of diversity computed from social media data. 907-913
ACER
- Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María
:
Emotion and attention: predicting electrodermal activity through video visual descriptors. 914-923 - Valentina Franzoni, Alfredo Milani
, Jordi Vallverdú
:
Emotional affordances in human-machine interactive planning and negotiation. 924-930 - Valentina Franzoni
, Valentina Poggioni:
Emotional book classification from book blurbs. 931-938 - Juan Manuel Mayor Torres
, Evgeny A. Stepanov:
Enhanced face/audio emotion recognition: video and instance level classification using ConvNets and restricted Boltzmann Machines. 939-946 - Valentina Franzoni
, Yuanxi Li
, Paolo Mengoni
:
A path-based model for emotion abstraction on facebook using sentiment analysis and taxonomy knowledge. 947-952 - Valentina Franzoni
, Alfredo Milani
, Giulio Biondi
:
SEMO: a semantic model for emotion recognition in web objects. 953-958
CMDWM
- Yong Shi, Peijia Li, Lingfeng Niu:
Augmented SVM with ordinal partitioning for text classification. 959-962 - Beibei Jin, Jianing Yang, Xiangsheng Huang, Dawar Khan:
Deep deformable Q-Network: an extension of deep Q-Network. 963-966 - Lin Lai:
A new approach for CNYX prediction based on SSA and random forest. 967-970