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2021 Volume 58 Issue 5


Anthology ID:
2021.ipm_journal-ir0anthology0volumeA58A5
Year:
2021
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Pattern and content controlled response generation
Haifeng Sun | Daixuan Cheng | Jingyu Wang | Qi Qi | Jianxin Liao

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In Codice Ratio: A crowd-enabled solution for low resource machine transcription of the Vatican Registers
Elena Nieddu | Donatella Firmani | Paolo Merialdo | Marco Maiorino

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Investigating and counteracting popularity bias in group recommendations
Emre Yalcin | Alper Bilge

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On the effects of aggregation strategies for different groups of users in venue recommendation
Pablo Sánchez | Alejandro Bellogín

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Detecting fake news by exploring the consistency of multimodal data
Junxiao Xue | Yabo Wang | Yichen Tian | Yafei Li | Lei Shi | Lin Wei

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Combining deep neural network and bibliometric indicator for emerging research topic prediction
Zhentao Liang | Jin Mao | Kun Lu | Zhichao Ba | Gang Li

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Coping tactics of blind and visually impaired users: Responding to help-seeking situations in the digital library environment
Iris Xie | Rakesh Babu | Tae Hee Lee | Shengang Wang | Hyun Seung Lee

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User-Defined SWOT analysis - A change mining perspective on user-generated content
Li-Chen Cheng | Kuanchin Chen | Ming-Chu Lee | Kua-Mai Li

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Neural variational sparse topic model for sparse explainable text representation
Qianqian Xie | Prayag Tiwari | Deepak Gupta | Jimin Huang | Min Peng

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A creative approach to understanding the hidden information within the business data using Deep Learning
Yuanfeng Luo | Chuantao Yao | Yue Mo | Baoji Xie | Guijun Yang | Huiyang Gui

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Improving classifier training efficiency for automatic cyberbullying detection with Feature Density
Juuso Kalevi Kristian Eronen | Michal Ptaszynski | Fumito Masui | Aleksander Smywinski-Pohl | Gniewosz Leliwa | Michal Wroczynski

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Technical due diligence as a methodology for assessing risks in start-up ecosystems: An advanced approach
Ivan Sanz-Prieto | Luis de la Fuente Valentín | Sergio Ríos-Aguilar

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Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection
Amila Silva | Yi Han | Ling Luo | Shanika Karunasekera | Christopher Leckie

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A taxonomy for Blockchain based distributed storage technologies
Omer F. Cangir | Onur Cankur | Adnan Ozsoy

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Heterogeneous type-specific entity representation learning for recommendations in e-commerce network
Jianxing Zheng | Qinwen Li | Jian Liao

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Recognition and determination of fuzzy logical relationship in the system fault evolution process
Tiejun Cui | Shasha Li

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Misinformation detection using multitask learning with mutual learning for novelty detection and emotion recognition
Rina Kumari | Nischal Ashok | Tirthankar Ghosal | Asif Ekbal

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The power of social learning: How do observational and word-of-mouth learning influence online consumer decision processes?
Fenghua Wang | Mohan Wang | Yan Wan | Jia Jin | Yu Pan

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How the type and valence of feedback information influence volunteers' knowledge contribution in citizen science projects
Jian Tang | Xinxue Zhou | Yuxiang (Chris) Zhao | Tianmei Wang

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Join or not: The impact of physicians' group joining behavior on their online demand and reputation in online health communities
Wanxin Qiao | Zhijun Yan | Xiaohan Wang

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Globally normalized neural model for joint entity and event extraction
Junchi Zhang | Wenzhi Huang | Donghong Ji | Yafeng Ren

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Improving On-line Scientific Resource Profiling by Exploiting Resource Citation Information in the Literature
Anqing Zheng | He Zhao | Zhunchen Luo | Chong Feng | Xiaopeng Liu | Yuming Ye

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Modeling label-wise syntax for fine-grained sentiment analysis of reviews via memory-based neural model
Ling Zhao | Ying Liu | Mingyao Zhang | Tingting Guo | Lijiao Chen

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Machine learning fairness notions: Bridging the gap with real-world applications
Karima Makhlouf | Sami Zhioua | Catuscia Palamidessi

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Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach
Jan Kocon | Alicja Figas | Marcin Gruza | Daria Puchalska | Tomasz Kajdanowicz | Przemyslaw Kazienko

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Can you fool AI by doing a 180? - A case study on authorship analysis of texts by Arata Osada
Jagna Nieuwazny | Karol Nowakowski | Michal Ptaszynski | Fumito Masui

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Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor
Francisco Jose Arenas-Márquez | María del Rocío Martínez Torres | Sergio Toral

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Fairness metrics and bias mitigation strategies for rating predictions
Ashwathy Ashokan | Christian Haas

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Enhanced Deep Discrete Hashing with semantic-visual similarity for image retrieval
Zhan Yang | Liu Yang | Wenti Huang | Longzhi Sun | Jun Long

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Understanding the dark side of gamification health management: A stress perspective
Hualong Yang | Dan Li

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Enhancing the efficiency and scalability of blockchain through probabilistic verification and clustering
Mengya Li | Yang Qin | Bing Liu | Xiaowen Chu

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Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach
Chunhui Piao | Yurong Hao | Jiaqi Yan | Xuehong Jiang

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When classification accuracy is not enough: Explaining news credibility assessment
Piotr Przybyla | Axel J. Soto

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Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
Monica Lestari Paramita | Kalia Orphanou | Evgenia Christoforou | Jahna Otterbacher | Frank Hopfgartner

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Investigating the impact of recommender systems on user-based and item-based popularity bias
Mehdi Elahi | Danial Khosh Kholgh | Mohammad Sina Kiarostami | Sorush Saghari | Shiva Parsa Rad | Marko Tkalcic

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A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach
Huiliang Zhao | Zhenghong Liu | Xuemei Yao | Qin Yang

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FairLens: Auditing black-box clinical decision support systems
Cecilia Panigutti | Alan Perotti | André Panisson | Paolo Bajardi | Dino Pedreschi

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Comparison of MeSH terms and KeyWords Plus terms for more accurate classification in medical research fields. A case study in cannabis research
Juan Carlos Valderrama Zurián | Carlos García-Zorita | Sergio Marugan-Lazaro | Elías Sanz-Casado

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HHGN: A Hierarchical Reasoning-based Heterogeneous Graph Neural Network for fact verification
Chonghao Chen | Fei Cai | Xuejun Hu | Wanyu Chen | Honghui Chen

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Developing a socio-computational approach to examine toxicity propagation and regulation in COVID-19 discourse on YouTube
Adewale Obadimu | Tuja Khaund | Esther Mead | Thomas Marcoux | Nitin Agarwal

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Characterizing scientists leaving science before their time: Evidence from mathematics
Zhenyue Zhao | Yi Bu | Jiang Li

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Explaining recommender systems fairness and accuracy through the lens of data characteristics
Yashar Deldjoo | Alejandro Bellogín | Tommaso Di Noia

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Fair multi-stakeholder news recommender system with hypergraph ranking
Alireza Gharahighehi | Celine Vens | Konstantinos Pliakos

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AOMD: An analogy-aware approach to offensive meme detection on social media
Lanyu Shang | Yang Zhang | Yuheng Zha | Yingxi Chen | Christina Youn | Dong Wang

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Persuasion strategies of misinformation-containing posts in the social media
Sijing Chen | Lu Xiao | Jin Mao

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Investigating gender fairness of recommendation algorithms in the music domain
Alessandro B. Melchiorre | Navid Rekabsaz | Emilia Parada-Cabaleiro | Stefan Brandl | Oleg Lesota | Markus Schedl

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Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic
Cheng Luo

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Genetic algorithm based rumor mitigation in online social networks through counter-rumors: A multi-objective optimization
Priyanka Parimi | Rashmi Ranjan Rout

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Fuzzy inference based Hegselmann-Krause opinion dynamics for group decision-making under ambiguity
Yiyi Zhao | Min Xu | Yucheng Dong | Yi Peng

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Contextualized query expansion via unsupervised chunk selection for text retrieval
Zhi Zheng | Kai Hui | Ben He | Xianpei Han | Le Sun | Andrew Yates

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A Deep Learning-Based Approach to Constructing a Domain Sentiment Lexicon: a Case Study in Financial Distress Prediction
Shixuan Li | Wenxuan Shi | Jiancheng Wang | Heshen Zhou

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Multiphase fault tolerance genetic algorithm for vm and task scheduling in datacenter
Samira Kanwal | Zeshan Iqbal | Fadi Al-Turjman | Aun Irtaza | Muhammad Attique Khan

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Catch me if you can: A participant-level rumor detection framework via fine-grained user representation learning
Xueqin Chen | Fan Zhou | Fengli Zhang | Marcello M. Bonsangue

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Adversarial network integrating dual attention and sparse representation for semi-supervised semantic segmentation
Ge Jin | Chuancai Liu | Xu Chen

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Natural language processing in law: Prediction of outcomes in the higher courts of Turkey
Emre Mumcuoglu | Ceyhun E. Öztürk | Haldun M. Özaktas | Aykut Koç

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A temporally dynamic examination of research method usage in the Chinese library and information science community
Wen Lou | Zilong Su | Jiangen He | Kai Li