IPM - volume 57 - 2020 论文列表 |
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Volume 57, Number 6, November 2020
Extractive Text Summarization Models for Urdu Language.
Ali Nawaz Maheen Bakhtyar Junaid Baber Ihsan Ullah Waheed Noor Abdul Basit
Blockchain-based public auditing for big data in cloud storage.Jiaxing Li Jigang Wu Guiyuan Jiang Thambipillai Srikanthan
A non-convex semi-supervised approach to opinion spam detection by ramp-one class SVM.Yingjie Tian Mahboubeh Mirzabagheri Peyman Tirandazi Seyed Mojtaba Hosseini Bamakan
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms.Alessandro Fabris Alberto Purpura Gianmaria Silvello Gian Antonio Susto
Consumer health information needs: A systematic review of instrument development.Jianxing Chi Wenjing Pian Shuai Zhang
An overview of microblog user geolocation methods.Xiangyang Luo Yaqiong Qiao Chenliang Li Jiangtao Ma Yimin Liu
Semantic-rebased cross-modal hashing for scalable unsupervised text-visual retrieval.Weiwei Wang Yuming Shen Haofeng Zhang Li Liu
A gated piecewise CNN with entity-aware enhancement for distantly supervised relation extraction.Haixu Wen Xinhua Zhu Lanfang Zhang Fei Li
A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors.Jonathas G. D. Harb Régis Ebeling Karin Becker
Shallow and deep learning for event relatedness classification.Jacek Haneczok Jakub Piskorski
An incentive-aware blockchain-based solution for internet of fake media things.Qian Chen Gautam Srivastava Reza M. Parizi Moayad Aloqaily Ismaeel Al Ridhawi
Drink2Vec: Improving the classification of alcohol-related tweets using distributional semantics and external contextual enrichment.Marcos A. Grzeça Karin Becker Renata Galante
An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis.Khawar Mehmood Daryl Essam Kamran Shafi Muhammad Kamran Malik
Multi-source domain adaptation with graph embedding and adaptive label prediction.Ao Ma Fuming You Mengmeng Jing Jingjing Li Ke Lu
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media.Marcelo Mendoza Denis Parra Álvaro Soto
A deep neural network model for speakers coreference resolution in legal texts.Donghong Ji Jun Gao Hao Fei Chong Teng Yafeng Ren
Privacy concerns of the Australian My Health Record: Implications for other large-scale opt-out personal health records.Patrick Cheong-Iao Pang Dana McKay Shanton Chang Qingyu Chen Xiuzhen Zhang Lishan Cui
A unified model for recommendation with selective neighborhood modeling.Jingwei Ma Jiahui Wen Panpan Zhang Mingyang Zhong Guangda Zhang Xue Li
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies.Jeena Kleenankandy K. A. Abdul Nazeer
Information Extraction from Text Intensive and Visually Rich Banking Documents.Berke Oral Erdem Emekligil Seçil Arslan Gülsen Eryigit
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study.Endang Wahyu Pamungkas Valerio Basile Viviana Patti
Candidate sentence selection for extractive text summarization.Begum Mutlu Ebru Akcapinar Sezer Muhammet Ali Akcayol
Transformative computing approaches for advanced management solutions and cognitive processing.Marek R. Ogiela Francesco Palmieri Makoto Takizawa
NDDSA: A network- and domain-based method for predicting drug-side effect associations.Soheila Shabani-Mashcool Sayed-Amir Marashi Sajjad Gharaghani
Supervised approaches for explicit search result diversification.Sevgi Yigit-Sert Ismail Sengor Altingovde Craig Macdonald Iadh Ounis Özgür Ulusoy
Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems.Quanyu Zhao Siyi Chen Zheli Liu Thar Baker Yuan Zhang
Promoting users' intention to share online health articles on social media: The role of confirmation bias.Haiping Zhao Shaoxiong Fu Xiaoyu Chen
Social influence based community detection in event-based social networks.Xiao Li Chenna Sun Muhammad Azam Zia
Automatic segmentation of intracerebral hemorrhage in CT images using encoder-decoder convolutional neural network.Kai Hu Kai Chen Xizhi He Yuan Zhang Zhineng Chen Xuanya Li Xieping Gao
HTSS: A novel hybrid text summarisation and simplification architecture.Farooq Zaman Matthew Shardlow Saeed-Ul Hassan Naif Radi Aljohani Raheel Nawaz
Credibility assessment of good abandonment results in mobile search.Dan Wu Jing Dong Li Shi Chunxiang Liu Jiangyun Ding
Region-action LSTM for mouse interaction sequence based search satisfaction evaluation.Ling Chen Alin Fan Hongyu Shi Gencai Chen
A framework for pre-processing of social media feeds based on integrated local knowledge base.Taiwo Kolajo Olawande J. Daramola Ayodele Adebiyi Aaditeshwar Seth
I see it in your eyes: Training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time.Vedhas Pandit Maximilian Schmitt Nicholas Cummins Björn W. Schuller
Polarity Classification of Twitter Messages using Audio Processing. Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective. A Cross-Media Deep Relationship Classification Method Using Discrimination Information.Weifeng Hu Baosen Ma Zeqiang Li Yujun Li Yue Wang
Leader information seeking, team performance and team innovation: Examining the roles of team reflexivity and cooperative outcome interdependence.Linlin Wang Wan Jiang Huimin Zhang Han Lin
A Pseudo-relevance feedback framework combining relevance matching and semantic matching for information retrieval.Junmei Wang Min Pan Tingting He Xiang Huang Xueyan Wang Xinhui Tu
A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities.Mohammad Bidoki Mohammad R. Moosavi Mostafa Fakhrahmad
A topic modeling framework for spatio-temporal information management.Mohsen Asghari Daniel Sierra-Sosa Adel Said Elmaghraby
Leveraging digital forensics and data exploration to understand the creative work of a filmmaker: A case study of Stephen Dwoskin's digital archive.Zoe Bartliff Yunhyong Kim Frank Hopfgartner Guy Baxter
Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks.Yugang Ji Chuan Shi Yuan Fang Xiangnan Kong Mingyang Yin
Dynamic discovery of favorite locations in spatio-temporal social networks.Xi Xiong Fei Xiong Jun Zhao Shaojie Qiao Yuanyuan Li Ying Zhao
HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians' Expertise Incorporated.Yong Zhang Ming Sheng Rui Zhou Ye Wang Guangjie Han Han Zhang Chunxiao Xing Jing Dong
Sequential analysis and clustering to investigate users' online shopping behaviors based on need-states. Exploring the donation allocation of online charitable crowdfunding based on topical and spatial analysis: Evidence from the Tencent GongYi.Zhichao Ba Yuxiang (Chris) Zhao Liqin Zhou Shijie Song
Effective influence estimation in twitter using temporal, profile, structural and interaction characteristics. Extracting temporal and causal relations based on event networks.Duc-Thuan Vo Feras N. Al-Obeidat Ebrahim Bagheri
HCA: Hierarchical Compare Aggregate model for question retrieval in community question answering.Mohammad Sadegh Zahedi Maseud Rahgozar Reza Aghaeizadeh Zoroofi
SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields.Nour El Mawass Paul Honeine Laurent Vercouter
A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion.Katrien Laenen Marie-Francine Moens
MMED: A multi-domain and Multi-modality event dataset.Zhenguo Yang Zehang Lin Lingni Guo Qing Li Wenyin Liu
Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters.Lifang Li Zhiqiang Wang Qingpeng Zhang Hong Wen
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation.Paola Zola Costantino Ragno Paulo Cortez
Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction.Hao Fei Yafeng Ren Donghong Ji
A collaborative filtering recommender system using genetic algorithm. A neural knowledge graph evaluator: Combining structural and semantic evidence of knowledge graphs for predicting supportive knowledge in scientific QA. Robust Decentralised Trust Management for the Internet of Things by Using Game Theory.Christian Esposito Oscar Tamburis Xin Su Chang Choi
Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload.Shaoxiong Fu Hongxiu Li Yong Liu Henri Pirkkalainen Markus Salo
Parsing human image by fusing semantic and spatial features: A deep learning approach.Ruilin Zhao Yanbing Xue Jing Cai Zan Gao
An end-to-end joint model for evidence information extraction from court record document.Donghong Ji Peng Tao Hao Fei Yafeng Ren
What makes a review a reliable rating in recommender systems?Dionisis Margaris Costas Vassilakis Dimitris Spiliotopoulos
How Many Bots in Russian Troll Tweets?Izzat Alsmadi Michael J. O'Brien
Multi-Sentence Video Captioning using Content-oriented Beam Searching and Multi-stage Refining Algorithm.Masoomeh Nabati Alireza Behrad
Considering author sequence in all-author co-citation analysis.Yi Bu Binglu Wang Zaida Chinchilla-Rodríguez Cassidy R. Sugimoto Yong Huang Win-Bin Huang
HealthAid: Extracting domain targeted high precision procedural knowledge from on-line communities. HEMOS: A novel deep learning-based fine-grained humor detecting method for sentiment analysis of social media.Da Li Rafal Rzepka Michal Ptaszynski Kenji Araki
Discriminative dual-stream deep hashing for large-scale image retrieval.Yujuan Ding Wai Keung Wong Zhihui Lai Zheng Zhang
Enhanced Certificateless Auditing Protocols for Cloud Data Management and Transformative Computation.Jindan Zhang Zhihu Li Baocang Wang Xu An Wang Urszula Ogiela
Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace.Xusen Cheng Ying Bao Alex Zarifis
Social media analytics and business intelligence research: A systematic review.Jaewoong Choi Janghyeok Yoon Jaemin Chung Byoung-Youl Coh Jae-Min Lee
Deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching.Mohammad Darwich Shahrul Azman Mohd. Noah Nazlia Omar
Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents.Iqra Safder Saeed-Ul Hassan Anna Visvizi Thanapon Noraset Raheel Nawaz Suppawong Tuarob
Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness. EdgeSumm: Graph-based framework for automatic text summarization.Wafaa S. El-Kassas Cherif R. Salama Ahmed A. Rafea Hoda K. Mohamed
Adversarial text generation with context adapted global knowledge and a self-attentive discriminator.Giuseppe Rizzo Thai Hao Marco Van
Pre-train, Interact, Fine-tune: a novel interaction representation for text classification.Jianming Zheng Fei Cai Honghui Chen Maarten de Rijke
Network measures: A new paradigm towards reliable novel word sense detection.Abhik Jana Animesh Mukherjee Pawan Goyal
Multimodal joint learning for personal knowledge base construction from Twitter-based lifelogs.An-Zi Yen Hen-Hsen Huang Hsin-Hsi Chen
node2hash: Graph aware deep semantic text hashing.Suthee Chaidaroon Dae Hoon Park Yi Chang Yi Fang
Label consistent locally linear embedding based cross-modal hashing.Hui Zeng Huaxiang Zhang Lei Zhu
Content-based characterization of online social communities.Giorgia Ramponi Marco Brambilla Stefano Ceri Florian Daniel Marco Di Giovanni
Building a morpho-semantic knowledge graph for Arabic information retrieval.Ibrahim Bounhas Nadia Soudani Yahya Slimani
Focal elements of neural information retrieval models. An outlook through a reproducibility study.Stefano Marchesin Alberto Purpura Gianmaria Silvello
Large-scale instance-level image retrieval.Giuseppe Amato Fabio Carrara Fabrizio Falchi Claudio Gennaro Lucia Vadicamo
Dynamic attention-based explainable recommendation with textual and visual fusion.Peng Liu Lemei Zhang Jon Atle Gulla
Deep ranking based cost-sensitive multi-label learning for distant supervision relation extraction. Knowledge acquisition from parsing natural language expressions for humanoid robot action commands.Diego Reforgiato Recupero Federico Spiga
A Contextual Recurrent Collaborative Filtering framework for modelling sequences of venue checkins.Jarana Manotumruksa Craig Macdonald Iadh Ounis
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction.Zhulin Tao Xiang Wang Xiangnan He Xianglin Huang Tat-Seng Chua
A Deep Look into neural ranking models for information retrieval.Jiafeng Guo Yixing Fan Liang Pang Liu Yang Qingyao Ai Hamed Zamani Chen Wu W. Bruce Croft Xueqi Cheng
Eating healthier: Exploring nutrition information for healthier recipe recommendation.Meng Chen Xiaoyi Jia Elizabeth Gorbonos Chnh T. Hong Xiaohui Yu Yang Liu
Hierarchical neural query suggestion with an attention mechanism.Volume 57, Number 5, September 2020
Frank Z. Xing Soujanya Poria Erik Cambria Roy E. Welsch
Exploiting Open Data to analyze discussion and controversy in online citizen participation.Iván Cantador María E. Cortés-Cediel Miriam Fernández
"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products.Fabiano Muniz Belém Rodrigo M. Silva Cláudio Moisés Valiense de Andrade Gabriel Person Felipe Mingote Raphael Ballet Helton Alponti Henrique P. de Oliveira Jussara M. Almeida Marcos André Gonçalves
Effective contact recommendation in social networks by adaptation of information retrieval models.Javier Sanz-Cruzado Pablo Castells Craig Macdonald Iadh Ounis
A three-level classification of French tweets in ecological crises.Diego Kozlowski Elisa Lannelongue Frédéric Saudemont Farah Benamara Alda Mari Véronique Moriceau Abdelmoumene Boumadane
Parameters Analysis of Sample Entropy, Permutation Entropy and Permutation Ratio Entropy for RR Interval Time Series.Jian Yin PengXiang Xiao Junyan Li Yungang Liu Chenggang Yan Yatao Zhang
Beyond MeSH: Fine-grained semantic indexing of biomedical literature based on weak supervision.Anastasios Nentidis Anastasia Krithara Grigorios Tsoumakas Georgios Paliouras
Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews.Ibrahim Said Ahmad Azuraliza Abu Bakar Mohd Ridzwan Yaakub
MGAT: Multimodal Graph Attention Network for Recommendation.Zhulin Tao Yinwei Wei Xiang Wang Xiangnan He Xianglin Huang Tat-Seng Chua
Fashion analysis and understanding with artificial intelligence.Xiaoling Gu Fei Gao Min Tan Pai Peng
Joint deep feature learning and unsupervised visual domain adaptation for cross-domain 3D object retrieval.Wenhui Li Shu Xiang Weizhi Nie Dan Song An-An Liu Xuanya Li Tong Hao
Who contributes what? Scrutinizing the activity data of 4.2 million Zhihu users via immersion scores.Shengli Deng Yuting Jiang Hongxiu Li Yong Liu
How does social support promote consumers' engagement in the social commerce community? The mediating effect of consumer involvement.Yani Wang Jun Wang Tang Yao Ming Li Xiaorui Wang
Enrich cross-lingual entity links for online wikis via multi-modal semantic matching.Weiming Lu Peng Wang Xinyin Ma Wei Xu Chen Chen
Cochleogram-based approach for detecting perceived emotions in music.Mladen Russo Luka Kraljevic Maja Stella Marjan Sikora
Fast and parameter-light rare behavior detection in maritime trajectories.Fei Wang Yifan Lei Zhenguang Liu Xun Wang Shouling Ji Anthony K. H. Tung
Merging the citations received by arXiv-deposited e-prints and their corresponding published journal articles: Problems and perspectives. Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions.Muhammad Imran Ferda Ofli Doina Caragea Antonio Torralba
Transformative computing in advanced data analysis processes in the cloud. Evaluating the social value of online health information for third-party patients: Is uncertainty always bad?Yixuan Liu Changchang Ren Dingyu Shi Kai Li Xiaofei Zhang
Semantic Matching Efficiency of Supply and Demand Texts on Online Technology Trading Platforms: Taking the Electronic Information of Three Platforms as an Example.Xi-jun He Xue Meng Yuying Wu Chee Seng Chan Ting Pang
Smart home energy strategy based on human behaviour patterns for transformative computing.Hoon Ko Jong Hyuk Kim Kyung-jin An Libor Mesicek Goreti Marreiros Sung Bum Pan Pankoo Kim
VIDPSO: Victim item deletion based PSO inspired sensitive pattern hiding algorithm for dense datasets.Shalini Jangra Durga Toshniwal
Value assessment of companies by using an enterprise value assessment system based on their public transfer specification.Win-Bin Huang Junting Liu Haodong Bai Pengyi Zhang
Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis.Shuqing Chen Xitong Guo Tianshi Wu Xiaofeng Ju
E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework. Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter.Gema Bello Orgaz Rus M. Mesas Carmen Zarco Víctor Rodríguez-Fernández Oscar Cordón David Camacho
An integrated model for textual social media data with spatio-temporal dimensions.Juglar Diaz Barbara Poblete Felipe Bravo-Marquez
Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong. On exploring the impact of users' bullish-bearish tendencies in online community on the stock market.Volume 57, Number 4, July 2020
Yunan Ye Shifeng Zhang Yimeng Li Xufeng Qian Siliang Tang Shiliang Pu Jun Xiao
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling.Washington Cunha Sérgio D. Canuto Felipe Viegas Thiago Salles Christian Gomes Vítor Mangaravite Elaine Resende Thierson Rosa Marcos André Gonçalves Leonardo Rocha
Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter.José-Ángel González Lluís-F. Hurtado Ferran Pla
Faceted search of heterogeneous geographic information for dynamic map projection.Noemi Mauro Liliana Ardissono Maurizio Lucenteforte
Global context and boundary structure-guided network for cross-modal organ segmentation.Xiaonan Guo Hongtao Xie Hai Xu Yongdong Zhang
Location recommendation by combining geographical, categorical, and social preferences with location popularity.Yaxue Ma Jin Mao Zhichao Ba Gang Li
Detection of Bots in Social Media: A Systematic Review.Mariam Orabi Djedjiga Mouheb Zaher Al Aghbari Ibrahim Kamel
SDRS: A new lossless dimensionality reduction for text corpora.Iñaki Vélez de Mendizabal Vítor Basto Fernandes Enaitz Ezpeleta José Ramon Méndez Urko Zurutuza
Neural embedding-based specificity metrics for pre-retrieval query performance prediction.Negar Arabzadeh Fattane Zarrinkalam Jelena Jovanovic Feras N. Al-Obeidat Ebrahim Bagheri
Exploring payment behavior for live courses in social Q&A communities: An information foraging perspective.Xiao Shi Xiabing Zheng Feng Yang
FS-MLC: Feature selection for multi-label classification using clustering in feature space.Nitin Kumar Mishra Pramod Kumar Singh
Mining shape of expertise: A novel approach based on convolutional neural network.Mahdi Dehghan Hossein A. Rahmani Ahmad Ali Abin Viet-Vu Vu
Evaluation of web service clustering using Dirichlet Multinomial Mixture model based approach for Dimensionality Reduction in service representation.Neha Agarwal Geeta Sikka Lalit Kumar Awasthi
Business process improvement and the knowledge flows that cross a private online social network: An insurance supply chain case.Ramona Diana Leon Raúl Rodríguez-Rodríguez Pedro Gómez-Gasquet Josefa Mula
Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks.Xiangling Fu Tianxiong Ouyang Jinpeng Chen Xiaopeng Luo
Influencing models and determinants in big data analytics research: A bibliometric analysis.Mohamed Gamal Aboelmaged Samar Mouakket
Deep sentiments in Roman Urdu text using Recurrent Convolutional Neural Network model.Zainab Mahmood Iqra Safder Rao Muhammad Adeel Nawab Faisal Bukhari Raheel Nawaz Ahmed S. Alfakeeh Naif Radi Aljohani Saeed-Ul Hassan
How can wikipedia be used to support the process of automatically building multilingual domain modules? a case study.Angel Conde Ana Arruarte Mikel Larrañaga Jon A. Elorriaga
Discovering web services in social web service repositories using deep variational autoencoders.Ignacio Lizarralde Cristian Mateos Alejandro Zunino Tim A. Majchrzak Tor-Morten Grønli
Understanding user-to-User interaction on government microblogs: An exponential random graph model with the homophily and emotional effect.Jie Xiong Xiaodong Feng Zhiwei Tang
Richer Document Embeddings for Author Profiling tasks based on a heuristic search.Roberto López-Santillán Manuel Montes-y-Gómez Luis Carlos González-Gurrola Graciela Ramírez Alonso Olanda Prieto-Ordaz
Beyond negative and positive: Exploring the effects of emotions in social media during the stock market crash.Yidi Ge Jiangnan Qiu Zhiyong Liu Wenjing Gu Liwei Xu
Locally and multiply distorted image quality assessment via multi-stage CNNs.Yuan Yuan Hai Su Juhua Liu Guoqiang Zeng
VOST: A case study in voluntary digital participation for collaborative emergency management.Ramian Fathi Dennis Thom Steffen Koch Thomas Ertl Frank Fiedrich
Multi-Modal fusion with multi-level attention for Visual Dialog.Volume 57, Number 3, May 2020
Jia Tina Du Iris Xie Jenny Waycott
Which health and biomedical topics generate the most Facebook interest and the strongest citation relationships?Ehsan Mohammadi Karl B. Gregory Mike Thelwall Nilofar Barahmand
Time and sequence awareness in similarity metrics for recommendation.Pablo Sánchez Alejandro Bellogín
An empirical study of interest, task complexity, and search behaviour on user engagement.Heather L. O'Brien Jaime Arguello Robert Capra
How Wikipedia disease information evolve over time? An analysis of disease-based articles changes.Gerardo Lagunes García Alejandro Rodríguez González Lucía Prieto Santamaría Eduardo P. García del Valle Massimiliano Zanin Ernestina Menasalvas Ruiz
Configurable assembly of classification rules for enhancing entity resolution results.Dimas Cassimiro do Nascimento Carlos Eduardo Santos Pires Thiago Pereira da Nóbrega
Achieving and maintaining important roles in social media.Anna Zygmunt Jaroslaw Kozlak Bogdan Gliwa Maria Stojkow Dorota Zuchowska-Skiba Yves Demazeau
Information and communication technology incivility aggression in the workplace: Implications for work and family.Suzanne Zivnuska Dawn S. Carlson John R. Carlson Kenneth J. Harris Ranida B. Harris Matthew Valle
Learning entity-centric document representations using an entity facet topic model.Chuan Wu Evangelos Kanoulas Maarten de Rijke
Practical non-monotonic knowledge-base system for un-regimented domains: A Case-study in digital humanities.Luis Alberto Pineda Noé Hernández Ivan Torres Gibran Fuentes Nydia Pineda De Avila
Infection prediction using physiological and social data in social environments.Alejandro Baldominos Hasan Ogul Ricardo Colomo Palacios José Sanz Moreno José Manuel Gómez-Pulido
ALDONAr: A hybrid solution for sentence-level aspect-based sentiment analysis using a lexicalized domain ontology and a regularized neural attention model.Donatas Meskele Flavius Frasincar
Machine learning classification of entrepreneurs in British historical census data.Piero Montebruno Robert J. Bennett Harry Smith Carry van Lieshout
Google trends identifying seasons of religious gathering: applied to investigate the correlation between crowding and flu outbreak.Mariam Elhussein Samiha Brahimi Abdullah Alreedy Mohammed Alqahtani Sunday Olusanya Olatunji
Heuristics for interesting class association rule mining a colorectal cancer database.José A. Delgado-Osuna Carlos García-Martínez Jose Gómez Barbadillo Sebastián Ventura
Feature engineering vs. deep learning for paper section identification: Toward applications in Chinese medical literature. Efficient generation of spatiotemporal relationships from spatial data streams and static data.Sungkwang Eom Xiongnan Jin Kyong-Ho Lee
A multi-cascaded model with data augmentation for enhanced paraphrase detection in short texts.Muhammad Haroon Shakeel Asim Karim Imdadullah Khan
Topical result caching in web search engines.Ida Mele Nicola Tonellotto Ophir Frieder Raffaele Perego
Incremental focal loss GANs.Fei Gao Jingjie Zhu Hanliang Jiang Zhenxing Niu Weidong Han Jun Yu
Analyzing the topic distribution and evolution of foreign relations from parliamentary debates: A framework and case study. Social media video summarization using multi-Visual features and Kohnen's Self Organizing Map. ViSSa: Recognizing the appropriateness of videos on social media with on-demand crowdsourcing.Sankar Kumar Mridha Braznev Sarkar Sujoy Chatterjee Malay Bhattacharyya
An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances.Muhammad Jawad Hussain Shahbaz Hassan Wasti Guangjian Huang Lina Wei Yuncheng Jiang Yong Tang
Karcı summarization: A simple and effective approach for automatic text summarization using Karcı entropy. Fine-grained image classification with factorized deep user click feature.Min Tan Jian Zhou Zhiyou Peng Jun Yu Fang Tang
Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition.Chao Li Zhongtian Bao Linhao Li Ziping Zhao
Graph-based Arabic text semantic representation. Unsupervised dialectal neural machine translation.Wael Farhan Bashar Talafha Analle Abuammar Ruba Jaikat Mahmoud Al-Ayyoub Ahmad Bisher Tarakji Anas Toma
Best practices for conducting fieldwork with marginalized communities. On Black Wikipedians: Motivations behind content contribution. Scenarios of technology use to promote community engagement: Overcoming marginalization and bridging digital divides in the Southern and Central Appalachian rural libraries.Bharat Mehra Everette Scott Sikes Vandana Singh
Conceptualising misinformation in the context of asylum seekers.Hilda Ruokolainen Gunilla Widén
Immigrating after 60: Information experiences of older Chinese migrants to Australia and Canada.Nadia Caidi Jia Tina Du Lei Li Junyue Mavis Shen Qiaoling Sun
Enhancing usability of digital libraries: Designing help features to support blind and visually impaired users.Iris Xie Rakesh Babu Tae Hee Lee Melissa Davey Castillo Sukjin You Ann M. Hanlon
Evaluating the use of interactive virtual reality technology with older adults living in residential aged care.Steven Baker Jenny Waycott Elena Robertson Romina Carrasco Bárbara Barbosa Neves Ralph Hampson Frank Vetere
Vulnerable community identification using hate speech detection on social media. Information behavior and ICT use of Latina immigrants to the U.S. Midwest. Shaping the contours of fractured landscapes: Extending the layering of an information perspective on refugee resettlement.Volume 57, Number 2, March 2020
Omar Alonso Vasileios Kandylas Serge-Eric Tremblay Stewart Whiting
An end-to-end pseudo relevance feedback framework for neural document retrieval.Le Wang Ze Luo Canjia Li Ben He Le Sun Hao Yu Yingfei Sun
Search task success evaluation by exploiting multi-view active semi-supervised learning.Ling Chen Alin Fan Hongyu Shi Gencai Chen
Does the review deserve more helpfulness when its title resembles the content? Locating helpful reviews by text mining.Yusheng Zhou Shuiqing Yang Yixiao Li Yuangao Chen Jianrong Yao Atika Qazi
Image caption generation with dual attention mechanism.Maofu Liu Lingjun Li Huijun Hu Weili Guan Jing Tian
Temporal and spatial evolution of online public sentiment on emergencies.Shiyue Li Zixuan Liu Yanling Li
Revealing the political affinity of online entities through their Twitter followers.Giorgos Stamatelatos Sotirios Gyftopoulos George Drosatos Pavlos S. Efraimidis
Foreword to the special issue on mining actionable insights from social networks.Marcelo Gabriel Armentano Ebrahim Bagheri Frank W. Takes Virginia Yannibelli
The evolution of political memes: Detecting and characterizing internet memes with multi-modal deep learning.David M. Beskow Sumeet Kumar Kathleen M. Carley
Investigating the lack of diversity in user behavior: The case of musical content on online platforms. Identifying breakthrough scientific papers.Pavel Savov Adam Jatowt Radoslaw Nielek
Unwanted advances in higher education: Uncovering sexual harassment experiences in academia with text mining.Amir Karami Cynthia Nicole White Kayla Ford Suzanne C. Swan Melek Yildiz Spinel
What motivates physicians to share free health information on online health platforms?Xiaofei Zhang Feng Guo Tianxue Xu Yongli Li
Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval.Chengkai Huang Xuan Luo Jiajia Zhang Qing Liao Xuan Wang Zoe Lin Jiang Shuhan Qi
Towards a model for spoken conversational search.Johanne R. Trippas Damiano Spina Paul Thomas Mark Sanderson Hideo Joho Lawrence Cavedon
A social-semantic recommender system for advertisements.Francisco García-Sánchez Ricardo Colomo Palacios Rafael Valencia-García
Heterogeneous graph-based joint representation learning for users and POIs in location-based social network.Yaqiong Qiao Xiangyang Luo Chenliang Li Hechan Tian Jiangtao Ma
An effective approach to candidate retrieval for cross-language plagiarism detection: A fusion of conceptual and keyword-based schemes.Meysam Roostaee Mohammad Hadi Sadreddini Seyed Mostafa Fakhrahmad
Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations.Kevin Roitero Andrea Brunello Giuseppe Serra Stefano Mizzaro
Pachinko Prediction: A Bayesian method for event prediction from social media data.Jonathan Tuke Andrew Nguyen Mehwish Nasim Drew Mellor Asanga Wickramasinghe Nigel G. Bean Lewis Mitchell
Identifying crisis-related informative tweets using learning on distributions.Seyed Hossein Ghafarian Hadi Sadoghi Yazdi
Graph neural news recommendation with long-term and short-term interest modeling.Linmei Hu Chen Li Chuan Shi Cheng Yang Chao Shao
Information Technology (IT) enabled crowdsourcing: A conceptual framework.Minoo Modaresnezhad Lakshmi S. Iyer Prashant Palvia Vasyl Taras
Information need: Introduction to the special issue. Taylor's Q1 "Visceral" level of information need: What is it? Changing views: Persuasion modeling and argument extraction from online discussions.Subhabrata Dutta Dipankar Das Tanmoy Chakraborty
Using weighted k-means to identify Chinese leading venture capital firms incorporating with centrality measures.Hu Yang Jar-Der Luo Ying Fan Li Zhu
"Nothing's available": Young fathers' experiences with unmet information needs and barriers to resolving them.Caroline Mniszak Heather L. O'Brien Devon L. Greyson Cathy Chabot Jean Shoveller
Information needs of drug users on a local dark Web marketplace.Ari Haasio J. Tuomas Harviainen Reijo Savolainen
Consumer health information needs: A systematic review of measures.Wenjing Pian Shijie Song Yan Zhang
Implicit information need as explicit problems, help, and behavioral signals.Shawon Sarkar Matthew Mitsui Jiqun Liu Chirag Shah
Class-aware tensor factorization for multi-relational classification.Georgios Katsimpras Georgios Paliouras
Vertical and horizontal relationships amongst task-based information needs.Katriina Byström Sanna Kumpulainen
A two phase investment game for competitive opinion dynamics in social networks.Swapnil Dhamal Walid Ben-Ameur Tijani Chahed Eitan Altman
On the negative impact of social influence in recommender systems: A study of bribery in collaborative hybrid algorithms.Guilherme Ramos Ludovico Boratto Carlos Caleiro
Fine-grained tourism prediction: Impact of social and environmental features.Amir Khatibi Fabiano Belém Ana Paula Couto da Silva Jussara M. Almeida Marcos André Gonçalves
User community detection via embedding of social network structure and temporal content.Hossein Fani Eric Jiang Ebrahim Bagheri Feras N. Al-Obeidat Weichang Du Mehdi Kargar
Compact group discovery in attributed graphs and social networks.Abeer Khan Lukasz Golab Mehdi Kargar Jaroslaw Szlichta Morteza Zihayat
Boosted seed oversampling for local community ranking.Emmanouil Krasanakis Emmanouil Schinas Symeon Papadopoulos Yiannis Kompatsiaris Andreas L. Symeonidis
Churn modeling with probabilistic meta paths-based representation learning.Sandra Mitrovic Jochen De Weerdt
The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time. An evaluation of document clustering and topic modelling in two online social networks: Twitter and Reddit.Stephen A. Curiskis Barry Drake Thomas R. Osborn Paul J. Kennedy
Neural opinion dynamics model for the prediction of user-level stance dynamics. An overview of online fake news: Characterization, detection, and discussion. Detecting breaking news rumors of emerging topics in social media.Sarah A. Alkhodair Steven H. H. Ding Benjamin C. M. Fung Junqiang Liu
Volume 57, Number 1, January 2020
Shini Renjith A. Sreekumar M. Jathavedan
The effect of the perceived risk on the adoption of the sharing economy in the tourism industry: The case of Airbnb. Special issue on informatics/data analytics in smart tourism. Deep adversarial model for musculoskeletal quality evaluation. Hybrid context enriched deep learning model for fine-grained sentiment analysis in textual and visual semiotic modality social data.Akshi Kumar Kathiravan Srinivasan Wen-Huang Cheng Albert Y. Zomaya
SNSJam: Road traffic analysis and prediction by fusing data from multiple social networks.Balsam Alkouz Zaher Al Aghbari
Toward creating a fairer ranking in search engine results. Opinion spam detection: Using multi-iterative graph-based model.Shirin Noekhah Naomie Binti Salim Nor Hawaniah Zakaria
A content-location-aware public welfare activity information push system based on microblog.Ling Chen Dandan Lyu Zhenxing Xu Hanyu Long Gencai Chen
Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning.Marc-André Kaufhold Markus Bayer Christian Reuter
Automatic identification of eyewitness messages on twitter during disasters.Kiran Zahra Muhammad Imran Frank O. Ostermann
Adverse drug event detection and extraction from open data: A deep learning approach.Brandon Fan Weiguo Fan Carly Smith Harold Garner
Towards a real-time processing framework based on improved distributed recurrent neural network variants with fastText for social big data analytics.Badr Ait Hammou Ayoub Ait Lahcen Salma Mouline
Discovering attractive segments in the user-generated video streams.Zheng Wang Jie Zhou Jing Ma Jingjing Li Jiangbo Ai Yang Yang
Voluntary sharing and mandatory provision: Private information disclosure on social networking sites.Kai Li Liangqi Cheng Ching-I Teng
Arabic text classification using deep learning models.Ashraf Elnagar Ridhwan Al Debsi Omar Einea
Multi-modal product title compression. You talkin' to me? Exploring Human/Bot Communication Patterns during Riot Events. Using multi-features to partition users for friends recommendation in location based social network. Reposting negative information on microblogs: Do personality traits matter?