Information Processing and Management (2020)

Content

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2020 Volume 57 Issue 1

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A content-location-aware public welfare activity information push system based on microblog.
Ling Chen|Dandan Lyu|Zhenxing Xu|Hanyu Long|Gencai Chen
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SNSJam: Road traffic analysis and prediction by fusing data from multiple social networks.
Balsam Alkouz|Zaher Al Aghbari
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Arabic text classification using deep learning models.
Ashraf Elnagar|Ridhwan Al Debsi|Omar Einea
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Adverse drug event detection and extraction from open data: A deep learning approach.
Brandon Fan|Weiguo Fan|Carly Smith|Harold Garner
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Toward creating a fairer ranking in search engine results.
Ruoyuan Gao|Chirag Shah
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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
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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
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Special issue on informatics/data analytics in smart tourism.
Chulmo Koo|Lorenzo Cantoni
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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
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You talkin' to me? Exploring Human/Bot Communication Patterns during Riot Events.
Ema Kusen|Mark Strembeck
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Deep adversarial model for musculoskeletal quality evaluation.
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Voluntary sharing and mandatory provision: Private information disclosure on social networking sites.
Kai Li|Liangqi Cheng|Ching-I Teng
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Multi-modal product title compression.
Lianhai Miao|Da Cao|Juntao Li|Weili Guan
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Opinion spam detection: Using multi-iterative graph-based model.
Shirin Noekhah|Naomie Binti Salim|Nor Hawaniah Zakaria
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An extensive study on the evolution of context-aware personalized travel recommender systems.
Shini Renjith|A. Sreekumar|M. Jathavedan
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Discovering attractive segments in the user-generated video streams.
Zheng Wang|Jie Zhou|Jing Ma|Jingjing Li|Jiangbo Ai|Yang Yang
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Using multi-features to partition users for friends recommendation in location based social network.
Mingjun Xin|Lijun Wu
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Reposting negative information on microblogs: Do personality traits matter?
Chunxiao Yin|Xiaofei Zhang|Libo Liu
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The effect of the perceived risk on the adoption of the sharing economy in the tourism industry: The case of Airbnb.
Jisu Yi|Gao Yuan|Changsok Yoo
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Automatic identification of eyewitness messages on twitter during disasters.
Kiran Zahra|Muhammad Imran|Frank O. Ostermann

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2020 Volume 57 Issue 2

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Detecting breaking news rumors of emerging topics in social media.
Sarah A. Alkhodair|Steven H. H. Ding|Benjamin C. M. Fung|Junqiang Liu
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Answering recreational web searches with relevant things to do results.
Omar Alonso|Vasileios Kandylas|Serge-Eric Tremblay|Stewart Whiting
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Foreword to the special issue on mining actionable insights from social networks.
Marcelo Gabriel Armentano|Ebrahim Bagheri|Frank W. Takes|Virginia Yannibelli
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The evolution of political memes: Detecting and characterizing internet memes with multi-modal deep learning.
David M. Beskow|Sumeet Kumar|Kathleen M. Carley
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Information need: Introduction to the special issue.
Pia Borlund|Ian Ruthven
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Vertical and horizontal relationships amongst task-based information needs.
Katriina Byström|Sanna Kumpulainen
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Search task success evaluation by exploiting multi-view active semi-supervised learning.
Ling Chen|Alin Fan|Hongyu Shi|Gencai Chen
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Taylor's Q1 "Visceral" level of information need: What is it?
Charles Cole
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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
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A two phase investment game for competitive opinion dynamics in social networks.
Swapnil Dhamal|Walid Ben-Ameur|Tijani Chahed|Eitan Altman
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Changing views: Persuasion modeling and argument extraction from online discussions.
Subhabrata Dutta|Dipankar Das|Tanmoy Chakraborty
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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
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The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time.
Michael Fire|Carlos Guestrin
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A social-semantic recommender system for advertisements.
Francisco García-Sánchez|Ricardo Colomo-Palacios|Rafael Valencia-García
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Identifying crisis-related informative tweets using learning on distributions.
Seyed Hossein Ghafarian|Hadi Sadoghi Yazdi
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Information needs of drug users on a local dark Web marketplace.
Ari Haasio|J. Tuomas Harviainen|Reijo Savolainen
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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
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Graph neural news recommendation with long-term and short-term interest modeling.
Linmei Hu|Chen Li|Chuan Shi|Cheng Yang|Chao Shao
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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
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Class-aware tensor factorization for multi-relational classification.
Georgios Katsimpras|Georgios Paliouras
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Compact group discovery in attributed graphs and social networks.
Abeer Khan|Lukasz Golab|Mehdi Kargar|Jaroslaw Szlichta|Morteza Zihayat
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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
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Boosted seed oversampling for local community ranking.
Emmanouil Krasanakis|Emmanouil Schinas|Symeon Papadopoulos|Yiannis Kompatsiaris|Andreas L. Symeonidis
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Temporal and spatial evolution of online public sentiment on emergencies.
Shiyue Li|Zixuan Liu|Yanling Li
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Image caption generation with dual attention mechanism.
Maofu Liu|Lingjun Li|Huijun Hu|Weili Guan|Jing Tian
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Churn modeling with probabilistic meta paths-based representation learning.
Sandra Mitrovic|Jochen De Weerdt
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"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
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Information Technology (IT) enabled crowdsourcing: A conceptual framework.
Minoo Modaresnezhad|Lakshmi S. Iyer|Prashant Palvia|Vasyl Taras
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Consumer health information needs: A systematic review of measures.
Wenjing Pian|Shijie Song|Yan Zhang
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Investigating the lack of diversity in user behavior: The case of musical content on online platforms.
Rémy Poulain|Fabien Tarissan
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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
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On the negative impact of social influence in recommender systems: A study of bribery in collaborative hybrid algorithms.
Guilherme Ramos|Ludovico Boratto|Carlos Caleiro
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Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations.
Kevin Roitero|Andrea Brunello|Giuseppe Serra|Stefano Mizzaro
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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
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Implicit information need as explicit problems, help, and behavioral signals.
Shawon Sarkar|Matthew Mitsui|Jiqun Liu|Chirag Shah
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Identifying breakthrough scientific papers.
Pavel Savov|Adam Jatowt|Radoslaw Nielek
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Revealing the political affinity of online entities through their Twitter followers.
Giorgos Stamatelatos|Sotirios Gyftopoulos|George Drosatos|Pavlos S. Efraimidis
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Towards a model for spoken conversational search.
Johanne R. Trippas|Damiano Spina|Paul Thomas|Mark Sanderson|Hideo Joho|Lawrence Cavedon
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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
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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
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Using weighted k-means to identify Chinese leading venture capital firms incorporating with centrality measures.
Hu Yang|Jar-Der Luo|Ying Fan|Li Zhu
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An overview of online fake news: Characterization, detection, and discussion.
Xichen Zhang|Ali A. Ghorbani
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What motivates physicians to share free health information on online health platforms?
Xiaofei Zhang|Feng Guo|Tianxue Xu|Yongli Li
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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
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Neural opinion dynamics model for the prediction of user-level stance dynamics.
Lixing Zhu|Yulan He|Deyu Zhou

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2020 Volume 57 Issue 3

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Information behavior and ICT use of Latina immigrants to the U.S. Midwest.
Denice C. Adkins|Heather Moulaison Sandy
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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
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Infection prediction using physiological and social data in social environments.
Alejandro Baldominos|Hasan Ogul|Ricardo Colomo-Palacios|José Sanz Moreno|José Manuel Gómez-Pulido
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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
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Heuristics for interesting class association rule mining a colorectal cancer database.
José A. Delgado-Osuna|Carlos García-Martínez|Jose Gómez Barbadillo|Sebastián Ventura
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Marginalized communities, emerging technologies, and social innovation in the digital age: Introduction to the special issue.
Jia Tina Du|Iris Xie|Jenny Waycott
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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
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Efficient generation of spatiotemporal relationships from spatial data streams and static data.
Sungkwang Eom|Xiongnan Jin|Kyong-Ho Lee
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Graph-based Arabic text semantic representation.
Wael Etaiwi|Arafat Awajan
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Unsupervised dialectal neural machine translation.
Wael Farhan|Bashar Talafha|Analle Abuammar|Ruba Jaikat|Mahmoud Al-Ayyoub|Ahmad Bisher Tarakji|Anas Toma
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Incremental focal loss GANs.
Fei Gao|Jingjie Zhu|Hanliang Jiang|Zhenxing Niu|Weidong Han|Jun Yu
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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
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Karcı summarization: A simple and effective approach for automatic text summarization using Karcı entropy.
Cengiz Hark|Ali Karci
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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
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Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition.
Chao Li|Zhongtian Bao|Linhao Li|Ziping Zhao
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Shaping the contours of fractured landscapes: Extending the layering of an information perspective on refugee resettlement.
Annemaree Lloyd
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Analyzing the topic distribution and evolution of foreign relations from parliamentary debates: A framework and case study.
Wei Lu|Jiamin Wang|Jiming Hu
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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
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Topical result caching in web search engines.
Ida Mele|Nicola Tonellotto|Ophir Frieder|Raffaele Perego
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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
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Which health and biomedical topics generate the most Facebook interest and the strongest citation relationships?
Ehsan Mohammadi|Karl B. Gregory|Mike Thelwall|Nilofar Barahmand
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Machine learning classification of entrepreneurs in British historical census data.
Piero Montebruno|Robert J. Bennett|Harry Smith|Carry van Lieshout
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Vulnerable community identification using hate speech detection on social media.
Zewdie Mossie|Jenq-Haur Wang
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ViSSa: Recognizing the appropriateness of videos on social media with on-demand crowdsourcing.
Sankar Kumar Mridha|Braznev Sarkar|Sujoy Chatterjee|Malay Bhattacharyya
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Configurable assembly of classification rules for enhancing entity resolution results.
Dimas Cassimiro do Nascimento|Carlos Eduardo Santos Pires|Thiago Pereira da Nóbrega
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An empirical study of interest, task complexity, and search behaviour on user engagement.
Heather L. O'Brien|Jaime Arguello|Robert Capra
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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
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Best practices for conducting fieldwork with marginalized communities.
Devendra Potnis|Bhakti Gala
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Social media video summarization using multi-Visual features and Kohnen's Self Organizing Map.
Seema Rani|Mukesh Kumar
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Conceptualising misinformation in the context of asylum seekers.
Hilda Ruokolainen|Gunilla Widén
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Time and sequence awareness in similarity metrics for recommendation.
Pablo Sánchez|Alejandro Bellogín
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A multi-cascaded model with data augmentation for enhanced paraphrase detection in short texts.
Muhammad Haroon Shakeel|Asim Karim|Imdadullah Khan
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On Black Wikipedians: Motivations behind content contribution.
J. Brenton Stewart|Boryung Ju
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Fine-grained image classification with factorized deep user click feature.
Min Tan|Jian Zhou|Zhiyou Peng|Jun Yu|Fang Tang
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Learning entity-centric document representations using an entity facet topic model.
Chuan Wu|Evangelos Kanoulas|Maarten de Rijke
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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
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Feature engineering vs. deep learning for paper section identification: Toward applications in Chinese medical literature.
Sijia Zhou|Xin Li
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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
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Achieving and maintaining important roles in social media.
Anna Zygmunt|Jaroslaw Kozlak|Bogdan Gliwa|Maria Stojkow|Dorota Zuchowska-Skiba|Yves Demazeau

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2020 Volume 57 Issue 4

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Influencing models and determinants in big data analytics research: A bibliometric analysis.
Mohamed Gamal Aboelmaged|Samar Mouakket
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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
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Neural embedding-based specificity metrics for pre-retrieval query performance prediction.
Negar Arabzadeh|Fattane Zarrinkalam|Jelena Jovanovic|Feras N. Al-Obeidat|Ebrahim Bagheri
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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
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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
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Mining shape of expertise: A novel approach based on convolutional neural network.
Mahdi Dehghan|Hossein A. Rahmani|Ahmad Ali Abin|Viet-Vu Vu
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VOST: A case study in voluntary digital participation for collaborative emergency management.
Ramian Fathi|Dennis Thom|Steffen Koch|Thomas Ertl|Frank Fiedrich
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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
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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
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Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter.
José-Ángel González|Lluís-F. Hurtado|Ferran Pla
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Global context and boundary structure-guided network for cross-modal organ segmentation.
Xiaonan Guo|Hongtao Xie|Hai Xu|Yongdong Zhang
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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
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Discovering web services in social web service repositories using deep variational autoencoders.
Ignacio Lizarralde|Cristian Mateos|Alejandro Zunino|Tim A. Majchrzak|Tor-Morten Grønli
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Richer Document Embeddings for Author Profiling tasks based on a heuristic search.
J. Roberto López-Santillán|Manuel Montes-y-Gómez|Luis Carlos González-Gurrola|Graciela Ramírez Alonso|Olanda Prieto-Ordaz
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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
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Location recommendation by combining geographical, categorical, and social preferences with location popularity.
Yaxue Ma|Jin Mao|Zhichao Ba|Gang Li
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Faceted search of heterogeneous geographic information for dynamic map projection.
Noemi Mauro|Liliana Ardissono|Maurizio Lucenteforte
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SDRS: A new lossless dimensionality reduction for text corpora.
Iñaki Vélez de Mendizabal|Vitor Basto-Fernandes|Enaitz Ezpeleta|José Ramón Méndez|Urko Zurutuza
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FS-MLC: Feature selection for multi-label classification using clustering in feature space.
Nitin Kumar Mishra|Pramod Kumar Singh
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Detection of Bots in Social Media: A Systematic Review.
Mariam Orabi|Djedjiga Mouheb|Zaher Al Aghbari|Ibrahim Kamel
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Exploring payment behavior for live courses in social Q&A communities: An information foraging perspective.
Xiao Shi|Xiabing Zheng|Feng Yang
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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
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Video question answering via grounded cross-attention network learning.
Yunan Ye|Shifeng Zhang|Yimeng Li|Xufeng Qian|Siliang Tang|Shiliang Pu|Jun Xiao
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Locally and multiply distorted image quality assessment via multi-stage CNNs.
Yuan Yuan|Hai Su|Juhua Liu|Guoqiang Zeng
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Multi-Modal fusion with multi-level attention for Visual Dialog.
Jingping Zhang|Qiang Wang|Yahong Han

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2020 Volume 57 Issue 5

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Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews.
Ibrahim Said Ahmad|Azuraliza Abu Bakar|Mohd Ridzwan Yaakub
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"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
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Exploiting Open Data to analyze discussion and controversy in online citizen participation.
Iván Cantador|María E. Cortés-Cediel|Miriam Fernández
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Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis.
Shuqing Chen|Xitong Guo|Tianshi Wu|Xiaofeng Ju
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Who contributes what? Scrutinizing the activity data of 4.2 million Zhihu users via immersion scores.
Shengli Deng|Yuting Jiang|Hongxiu Li|Yong Liu
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An integrated model for textual social media data with spatio-temporal dimensions.
Juglar Diaz|Barbara Poblete|Felipe Bravo-Marquez
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Merging the citations received by arXiv-deposited e-prints and their corresponding published journal articles: Problems and perspectives.
Yong Gao|Qiang Wu|Linna Zhu
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Fashion analysis and understanding with artificial intelligence.
Xiaoling Gu|Fei Gao|Min Tan|Pai Peng
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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
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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
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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
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VIDPSO: Victim item deletion based PSO inspired sensitive pattern hiding algorithm for dense datasets.
Shalini Jangra|Durga Toshniwal
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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
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A three-level classification of French tweets in ecological crises.
Diego Kozlowski|Elisa Lannelongue|Frédéric Saudemont|Farah Benamara|Alda Mari|Véronique Moriceau|Abdelmoumene Boumadane
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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
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Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong.
Xiaodong Li|Pangjing Wu|Wenpeng Wang
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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
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Enrich cross-lingual entity links for online wikis via multi-modal semantic matching.
Weiming Lu|Peng Wang|Xinyin Ma|Wei Xu|Chen Chen
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Beyond MeSH: Fine-grained semantic indexing of biomedical literature based on weak supervision.
Anastasios Nentidis|Anastasia Krithara|Grigorios Tsoumakas|Georgios Paliouras
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Transformative computing in advanced data analysis processes in the cloud.
Lidia Ogiela
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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
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On exploring the impact of users' bullish-bearish tendencies in online community on the stock market.
Yu Qian|Zirao Li|Hua Yuan
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Cochleogram-based approach for detecting perceived emotions in music.
Mladen Russo|Luka Kraljevic|Maja Stella|Marjan Sikora
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Effective contact recommendation in social networks by adaptation of information retrieval models.
Javier Sanz-Cruzado|Pablo Castells|Craig Macdonald|Iadh Ounis
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MGAT: Multimodal Graph Attention Network for Recommendation.
Zhulin Tao|Yinwei Wei|Xiang Wang|Xiangnan He|Xianglin Huang|Tat-Seng Chua
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Fast and parameter-light rare behavior detection in maritime trajectories.
Fei Wang|Yifan Lei|Zhenguang Liu|Xun Wang|Shouling Ji|Anthony K. H. Tung
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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
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Social Media Marketing and Financial Forecasting.
Frank Z. Xing|Soujanya Poria|Erik Cambria|Roy E. Welsch
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E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework.
Feng Xu|Zhenchun Pan|Rui Xia
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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

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2020 Volume 57 Issue 6

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Effective influence estimation in twitter using temporal, profile, structural and interaction characteristics.
Sakshi Agarwal|Shikha Mehta
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HealthAid: Extracting domain targeted high precision procedural knowledge from on-line communities.
Eyob Alemu|Jianbin Huang
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A collaborative filtering recommender system using genetic algorithm.
Bushra Alhijawi|Yousef Kilani
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How Many Bots in Russian Troll Tweets?
Izzat Alsmadi|Michael J. O'Brien
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Large-scale instance-level image retrieval.
Giuseppe Amato|Fabio Carrara|Fabrizio Falchi|Claudio Gennaro|Lucia Vadicamo
doi dblp
A topic modeling framework for spatio-temporal information management.
Mohsen Asghari|Daniel Sierra-Sosa|Adel Said Elmaghraby
doi dblp
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
doi dblp
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
doi dblp
A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities.
Seyed Mohammad Bidoki|Mohammad R. Moosavi|Seyed Mostafa Fakhrahmad
doi dblp
Building a morpho-semantic knowledge graph for Arabic information retrieval.
Ibrahim Bounhas|Nadia Soudani|Yahya Slimani
doi dblp
Considering author sequence in all-author co-citation analysis.
Yi Bu|Binglu Wang|Zaida Chinchilla-Rodríguez|Cassidy R. Sugimoto|Yong Huang|Win-Bin Huang
doi dblp
node2hash: Graph aware deep semantic text hashing.
Suthee Chaidaroon|Dae Hoon Park|Yi Chang|Yi Fang
doi dblp
Hierarchical neural query suggestion with an attention mechanism.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
doi dblp
Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness.
Mei-Ju Chen|Cheng-Kiang Farn
doi dblp
Region-action LSTM for mouse interaction sequence based search satisfaction evaluation.
Ling Chen|Alin Fan|Hongyu Shi|Gencai Chen
doi dblp
Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace.
Xusen Cheng|Ying Bao|Alex Zarifis
doi dblp
Eating healthier: Exploring nutrition information for healthier recipe recommendation.
Meng Chen|Xiaoyi Jia|Elizabeth Gorbonos|Chinh T. Hong|Xiaohui Yu|Yang Liu
doi dblp
An incentive-aware blockchain-based solution for internet of fake media things.
Qian Chen|Gautam Srivastava|Reza M. Parizi|Moayad Aloqaily|Ismaeel Al Ridhawi
doi dblp
Consumer health information needs: A systematic review of instrument development.
Jianxing Chi|Wenjing Pian|Shuai Zhang
doi dblp
Social media analytics and business intelligence research: A systematic review.
Jaewoong Choi|Janghyeok Yoon|Jaemin Chung|Byoung-Youl Coh|Jae-Min Lee
doi dblp
Deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching.
Mohammad Darwich|Shahrul Azman Mohd Noah|Nazlia Omar
doi dblp
Discriminative dual-stream deep hashing for large-scale image retrieval.
Yujuan Ding|Wai Keung Wong|Zhihui Lai|Zheng Zhang
doi dblp
Polarity Classification of Twitter Messages using Audio Processing.
Mihail Duscu|Dilek Günneç
doi dblp
EdgeSumm: Graph-based framework for automatic text summarization.
Wafaa S. El-Kassas|Cherif R. Salama|Ahmed A. Rafea|Hoda K. Mohamed
doi dblp
Robust Decentralised Trust Management for the Internet of Things by Using Game Theory.
Christian Esposito|Oscar Tamburis|Xin Su|Chang Choi
doi dblp
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms.
Alessandro Fabris|Alberto Purpura|Gianmaria Silvello|Gian Antonio Susto
doi dblp
Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction.
Hao Fei|Yafeng Ren|Donghong Ji
doi dblp
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
doi dblp
Drink2Vec: Improving the classification of alcohol-related tweets using distributional semantics and external contextual enrichment.
Marcos A. Grzeça|Karin Becker|Renata Galante
doi dblp
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
doi dblp
Shallow and deep learning for event relatedness classification.
Jacek Haneczok|Jakub Piskorski
doi dblp
A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors.
Jonathas G. D. Harb|Régis Ebeling|Karin Becker
doi dblp
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
doi dblp
A Cross-Media Deep Relationship Classification Method Using Discrimination Information.
Weifeng Hu|Baosen Ma|Zeqiang Li|Yujun Li|Yue Wang
doi dblp
Network measures: A new paradigm towards reliable novel word sense detection.
Abhik Jana|Animesh Mukherjee|Pawan Goyal
doi dblp
A deep neural network model for speakers coreference resolution in legal texts.
Donghong Ji|Jun Gao|Hao Fei|Chong Teng|Yafeng Ren
doi dblp
Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks.
Yugang Ji|Chuan Shi|Yuan Fang|Xiangnan Kong|Mingyang Yin
doi dblp
An end-to-end joint model for evidence information extraction from court record document.
Donghong Ji|Peng Tao|Hao Fei|Yafeng Ren
doi dblp
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies.
Jeena Kleenankandy|K. A. Abdul Nazeer
doi dblp
A framework for pre-processing of social media feeds based on integrated local knowledge base.
Taiwo Kolajo|Olawande J. Daramola|Ayodele Ariyo Adebiyi|Aaditeshwar Seth
doi dblp
A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion.
Katrien Laenen|Marie-Francine Moens
doi dblp
Retraction notice to "Deep Adversarial Model for Musculoskeletal Quality Evaluation" [Information Processing Management 57/1 (2019) 102146].
doi dblp
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
doi dblp
Social influence based community detection in event-based social networks.
Xiao Li|Chenna Sun|Muhammad Azam Zia
doi dblp
Dynamic attention-based explainable recommendation with textual and visual fusion.
Peng Liu|Lemei Zhang|Jon Atle Gulla
doi dblp
Blockchain-based public auditing for big data in cloud storage.
Jiaxing Li|Jigang Wu|Guiyuan Jiang|Thambipillai Srikanthan
doi dblp
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
doi dblp
An overview of microblog user geolocation methods.
Xiangyang Luo|Yaqiong Qiao|Chenliang Li|Jiangtao Ma|Yimin Liu
doi dblp
A Contextual Recurrent Collaborative Filtering framework for modelling sequences of venue checkins.
Jarana Manotumruksa|Craig Macdonald|Iadh Ounis
doi dblp
Focal elements of neural information retrieval models. An outlook through a reproducibility study.
Stefano Marchesin|Alberto Purpura|Gianmaria Silvello
doi dblp
What makes a review a reliable rating in recommender systems?
Dionisis Margaris|Costas Vassilakis|Dimitris Spiliotopoulos
doi dblp
SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields.
Nour El-Mawass|Paul Honeine|Laurent Vercouter
doi dblp
A unified model for recommendation with selective neighborhood modeling.
Jingwei Ma|Jiahui Wen|Panpan Zhang|Mingyang Zhong|Guangda Zhang|Xue Li
doi dblp
Multi-source domain adaptation with graph embedding and adaptive label prediction.
Ao Ma|Fuming You|Mengmeng Jing|Jingjing Li|Ke Lu
doi dblp
An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis.
Khawar Mehmood|Daryl Essam|Kamran Shafi|Muhammad Kamran Malik
doi dblp
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media.
Marcelo Mendoza|Denis Parra|Álvaro Soto
doi dblp
Candidate sentence selection for extractive text summarization.
Begum Mutlu|Ebru Akcapinar Sezer|M. Ali Akcayol
doi dblp
Multi-Sentence Video Captioning using Content-oriented Beam Searching and Multi-stage Refining Algorithm.
Masoomeh Nabati|Alireza Behrad
doi dblp
Extractive Text Summarization Models for Urdu Language.
Ali Nawaz|Maheen Bakhtyar|Junaid Baber|Ihsan Ullah|Waheed Noor|Abdul Basit
doi dblp
Transformative computing approaches for advanced management solutions and cognitive processing.
Marek R. Ogiela|Francesco Palmieri|Makoto Takizawa
doi dblp
Information Extraction from Text Intensive and Visually Rich Banking Documents.
Berke Oral|Erdem Emekligil|Seçil Arslan|Gülsen Eryigit
doi dblp
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study.
Endang Wahyu Pamungkas|Valerio Basile|Viviana Patti
doi dblp
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
doi dblp
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
doi dblp
A neural knowledge graph evaluator: Combining structural and semantic evidence of knowledge graphs for predicting supportive knowledge in scientific QA.
Chen Qiao|Xiao Hu
doi dblp
Content-based characterization of online social communities.
Giorgia Ramponi|Marco Brambilla|Stefano Ceri|Florian Daniel|Marco Di Giovanni
doi dblp
Knowledge acquisition from parsing natural language expressions for humanoid robot action commands.
Diego Reforgiato Recupero|Federico Spiga
doi dblp
Adversarial text generation with context adapted global knowledge and a self-attentive discriminator.
Giuseppe Rizzo|Thai Hao Marco Van
doi dblp
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
doi dblp
NDDSA: A network- and domain-based method for predicting drug-side effect associations.
Soheila Shabani-Mashcool|Sayed-Amir Marashi|Sajjad Gharaghani
doi dblp
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction.
Zhulin Tao|Xiang Wang|Xiangnan He|Xianglin Huang|Tat-Seng Chua
doi dblp
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
doi dblp
Extracting temporal and causal relations based on event networks.
Duc-Thuan Vo|Feras N. Al-Obeidat|Ebrahim Bagheri
doi dblp
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
doi dblp
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
doi dblp
Semantic-rebased cross-modal hashing for scalable unsupervised text-visual retrieval.
Weiwei Wang|Yuming Shen|Haofeng Zhang|Li Liu
doi dblp
A gated piecewise CNN with entity-aware enhancement for distantly supervised relation extraction.
Haixu Wen|Xinhua Zhu|Lanfang Zhang|Fei Li
doi dblp
Credibility assessment of good abandonment results in mobile search.
Dan Wu|Jing Dong|Li Shi|Chunxiang Liu|Jiangyun Ding
doi dblp
Sequential analysis and clustering to investigate users' online shopping behaviors based on need-states.
I-Chin Wu|Hsin-Kai Yu
doi dblp
Dynamic discovery of favorite locations in spatio-temporal social networks.
Xi Xiong|Fei Xiong|Jun Zhao|Shaojie Qiao|Yuanyuan Li|Ying Zhao
doi dblp
MMED: A multi-domain and Multi-modality event dataset.
Zhenguo Yang|Zehang Lin|Lingni Guo|Qing Li|Wenyin Liu
doi dblp
Deep ranking based cost-sensitive multi-label learning for distant supervision relation extraction.
Hai Ye|Zhunchen Luo
doi dblp
Multimodal joint learning for personal knowledge base construction from Twitter-based lifelogs.
An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
doi dblp
Supervised approaches for explicit search result diversification.
Sevgi Yigit-Sert|Ismail Sengor Altingovde|Craig Macdonald|Iadh Ounis|Özgür Ulusoy
doi dblp
Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective.
Chunxiao Yin|Xiaofei Zhang
doi dblp
HCA: Hierarchical Compare Aggregate model for question retrieval in community question answering.
Mohammad Sadegh Zahedi|Maseud Rahgozar|Reza Aghaeizadeh Zoroofi
doi dblp
HTSS: A novel hybrid text summarisation and simplification architecture.
Farooq Zaman|Matthew Shardlow|Saeed-Ul Hassan|Naif Radi Aljohani|Raheel Nawaz
doi dblp
Label consistent locally linear embedding based cross-modal hashing.
Hui Zeng|Huaxiang Zhang|Lei Zhu
doi dblp
Enhanced Certificateless Auditing Protocols for Cloud Data Management and Transformative Computation.
Jindan Zhang|Zhihu Li|Baocang Wang|Xu An Wang|Urszula Ogiela
doi dblp
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
doi dblp
Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems.
Quanyu Zhao|Siyi Chen|Zheli Liu|Thar Baker|Yuan Zhang
doi dblp
Promoting users' intention to share online health articles on social media: The role of confirmation bias.
Haiping Zhao|Shaoxiong Fu|Xiaoyu Chen
doi dblp
Parsing human image by fusing semantic and spatial features: A deep learning approach.
Ruilin Zhao|Yanbing Xue|Jing Cai|Zan Gao
doi dblp
Pre-train, Interact, Fine-tune: a novel interaction representation for text classification.
Jianming Zheng|Fei Cai|Honghui Chen|Maarten de Rijke
doi dblp
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation.
Paola Zola|Costantino Ragno|Paulo Cortez