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2022 Volume 59 Issue 2


Anthology ID:
2022.ipm_journal-ir0anthology0volumeA59A2
Year:
2022
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BERT-SMAP: Paying attention to Essential Terms in passage ranking beyond BERT
Dengwen Lin | Jintao Tang | Xinyi Li | Kunyuan Pang | Shasha Li | Ting Wang

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News-based business sentiment and its properties as an economic index
Kazuhiro Seki | Yusuke Ikuta | Yoichi Matsubayashi

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Group event recommendation based on graph multi-head attention network combining explicit and implicit information
Guoqiong Liao | Xiaobin Deng | Changxuan Wan | Xiping Liu

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A comparative study of automated legal text classification using random forests and deep learning
Haihua Chen | Lei Wu | Jiangping Chen | Wei Lu | Junhua Ding

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Fine-grained citation count prediction via a transformer-based model with among-attention mechanism
Shengzhi Huang | Yong Huang | Yi Bu | Wei Lu | Jiajia Qian | Dan Wang

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LVTIA: A new method for keyphrase extraction from scientific video lectures
Hamid Hassani | Mohammad Javad Ershadi | Azadeh Mohebi

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Investigating Facebook's interventions against accounts that repeatedly share misinformation
Héloïse Théro | Emmanuel M. Vincent

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Intervention of population health management innovation on economy based on cognitive computing
Guangzhu Jin

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SAT-Geo: A social sensing based content-only approach to geolocating abnormal traffic events using syntax-based probabilistic learning
Lanyu Shang | Yang Zhang | Christina Youn | Dong Wang

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Video coding optimization in AVS2
Yimin Zhou | Gencheng Xu | Kaicheng Tang | Ling Tian | Yu Sun

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Cost sensitive ν-support vector machine with LINEX loss
Saiji Fu | Xiaotong Yu | Yingjie Tian

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Socioeconomic impact due to COVID-19: An empirical assessment
Vedika Gupta | K. C. Santosh | Rameshwar Arora | Tiziana Ciano | Khairul Shafee Kalid | Senthilkumar Mohan

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Unifying telescope and microscope: A multi-lens framework with open data for modeling emerging events
Yunhe Feng | Chirag Shah

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Enhancing representation in the context of multiple-channel spam filtering
María Novo-Lourés | David Ruano-Ordás | Reyes Pavón | Rosalía Laza | Silvana Gómez Meire | José Ramon Méndez

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Semantic understanding based on multi-feature kernel sparse representation and decision rules for mangrove growth
Shulei Wu | Fengru Zhang | Huandong Chen | Yang Zhang

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Combining Non-sampling and Self-attention for Sequential Recommendation
Guangjin Chen | Guoshuai Zhao | Li Zhu | Zhimin Zhuo | Xueming Qian

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An influence maximization method based on crowd emotion under an emotion-based attribute social network
Weimin Li | Yaqiong Li | Wei Liu | Can Wang

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Multi-source information fusion to identify water supply pipe leakage based on SVM and VMD
Zhoufeng Wang | Xiangqi He | Huiling Shen | Shangjie Fan | Yilong Zeng

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Work from home during the COVID-19 pandemic: An observational study based on a large geo-tagged COVID-19 Twitter dataset (UsaGeoCov19)
Yunhe Feng | Wenjun Zhou

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Learning assessments in search-as-learning: A survey of prior work and opportunities for future research
Kelsey Urgo | Jaime Arguello

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Application of Informetrics on Financial Network Text Mining Based on Affective Computing
Anzhong Huang | Yuling Zhang | Jianping Peng | Hong Chen

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Assessing the effectiveness of a three-way decision-making framework with multiple features in simulating human judgement of opinion classification
L. D. C. S. Subhashini | Yuefeng Li | Jinglan Zhang | Ajantha S. Atukorale

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The impact of business intelligence on the marketing with emphasis on cooperative learning: Case-study on the insurance companies
Zhi-xiong Huang | K. S. Savita | Li Dan-yi | Abdullah Hisam Omar

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Content-oriented or persona-oriented? A text analytics of endorsement strategies on public willingness to participate in citizen science
Wei Wang | Lihuan Guo | Yenchun Jim Wu | Mark Goh | Shouyi Wang

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End-to-end event factuality prediction using directional labeled graph recurrent network
Xiao Liu | Heyan Huang | Yue Zhang

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How humans obtain information from AI: Categorizing user messages in human-AI collaborative conversations
Yuhan Wei | Wei Lu | Qikai Cheng | Tingting Jiang | Shewei Liu

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FL-MGVN: Federated learning for anomaly detection using mixed gaussian variational self-encoding network
Dongmin Wu | Yi Deng | Mingyong Li

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A scene segmentation algorithm combining the body and the edge of the object
Xianfeng Ou | Hanpu Wang | Wujing Li | Guoyun Zhang | Siyuan Chen

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An Entity Recognition Model Based on Deep Learning Fusion of Text Feature
Fengjun Shang | Chunfu Ran

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A deep recommendation model of cross-grained sentiments of user reviews and ratings
Yao Cai | Weimao Ke | Eric Cui | Fei Yu

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A novel emerging topic detection method: A knowledge ecology perspective
Jinqing Yang | Wei Lu | Jiming Hu | Shengzhi Huang

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Ensemble unsupervised autoencoders and Gaussian mixture model for cyberattack detection
Peng An | Zhiyuan Wang | Chunjiong Zhang

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Early prediction of cognitive impairments using physiological signal for enhanced socioeconomic status
Shipra Swati | Mukesh Kumar | Suyel Namasudra

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Modeling and simulation of microblog-based public health emergency-associated public opinion communication
Jinghua Zhao | Huihong He | Xiaohua Zhao | Jie Lin

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The relationship investigating between decision support and departmental agility with the mediating role of departmental learning in bank branches
Yongping Li | Ahmad Sobri Hashim | Liangliang Zhang | Riza Sulaiman | Hussam Alrabaiah

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Financial literacy and psychological disaster preparedness: applicability of approach based on fuzzy functional dependencies
Miljan Vucetic | Zuzana Brokesová | Miroslav Hudec | Erika Pastoráková

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Fast-DRD: Fast decentralized reinforcement distillation for deadline-aware edge computing
Shinan Song | Zhiyi Fang | Jingyan Jiang

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Foreword to the special issue on dis/misinformation mining from social media
Ebrahim Bagheri | Huan Liu | Kai Shu | Fattane Zarrinkalam

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The effect of business intelligence, organizational learning and innovation on the financial performance of innovative companies located in Science Park
Minggao Yang | Riza Sulaiman | Yahua Yin | Valentina Mallamaci | Hussam Alrabaiah

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Click-through rate prediction in online advertising: A literature review
Yanwu Yang | Panyu Zhai

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Enhancing sparrow search algorithm via multi-strategies for continuous optimization problems
Jie Ma | Zhiyuan Hao | Wenjing Sun

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Pulse-line intersection method with unboxed artificial intelligence for hesitant pulse wave classification
Hsing-Chung Chen | Cahya Damarjati | Karisma Trinanda Putra | Han-Mi Chen | Ching-Liang Hsieh | Hung-Jen Lin | Mei-Yao Wu | Chin-Sheng Chen

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Active tag recommendation for interactive entity search: Interaction effectiveness and retrieval performance
Tuukka Ruotsalo | Sean Weber | Krzysztof Z. Gajos

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TASR: Adversarial learning of topic-agnostic stylometric representations for informed crisis response through social media
Litao Li | Rylen Sampson | Steven H. H. Ding | Leo Song

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Leveraging social influence based on users activity centers for point-of-interest recommendation
Kosar Seyedhoseinzadeh | Hossein A. Rahmani | Mohsen Afsharchi | Mohammad Aliannejadi

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Towards transdisciplinary impact of scientific publications: A longitudinal, comprehensive, and large-scale analysis on Microsoft Academic Graph
Yong Huang | Wei Lu | Jialin Liu | Qikai Cheng | Yi Bu

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Estimating financial information asymmetry in real estate transactions in China - An application of two-tier frontier model
Ganlin Pu | Ying Zhang | Li-Chen Chou

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Exploiting context-awareness and multi-criteria decision making to improve items recommendation using a tripartite graph-based model
Rim Dridi | Lynda Tamine | Yahya Slimani

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A methodology for identifying breakthrough topics using structural entropy
Haiyun Xu | Rui Luo | Jos Winnink | Chao Wang | Ehsan Elahi

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Predictive intelligence in evaluation of visual perception thresholds for visual pattern recognition and understanding
Urszula Ogiela | Václav Snásel

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An adaptive high-voltage direct current detection algorithm using cognitive wavelet transform
Yanan Wang | Jianqiang Li | Yan Pei | Zerui Ma | Yanhe Jia | Yu-Chih Wei

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Multi-attribute adaptive aggregation transformer for vehicle re-identification
Zhi Yu | Jiaming Pei | Mingpeng Zhu | Jiwei Zhang | Jinhai Li

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What IoT devices and applications should be connected? Predicting user behaviors of IoT services with node2vec embedding
Seonghee Kim | Yongyoon Suh | Hakyeon Lee

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Video retrieval framework based on color co-occurrence feature of adaptive low rank extracted keyframes and graph pattern matching
Ajay Kumar Mallick | Susanta Mukhopadhyay

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Hybrid collaborative filtering model for consumer dynamic service recommendation based on mobile cloud information system
Qingyuan Zhou | Weiwei Zhuang | Huiling Ren | Yong Chen | Bin Yu | Jing Lou | Yuancong Wang

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Predictive intelligence in harmful news identification by BERT-based ensemble learning model with text sentiment analysis
Szu-Yin Lin | Yun-Ching Kung | Fang-Yie Leu

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A multi-agent knowledge integration process for enterprise management innovation from the perspective of neural network
Zongke Bao | Chenguang Wang

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A privacy preserving homomorphic computing toolkit for predictive computation
Kaiyang Zhao | Xu An Wang | Bo Yang | Youliang Tian | Jindan Zhang

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Estimation of missing values in astronomical survey data: An improved local approach using cluster directed neighbor selection
Phimmarin Keerin | Tossapon Boongoen

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An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain
Yineng Chen | Ming Li | Xinghui Zhu | Kui Fang | Qingshan Ren | Ting Guo | Xiaoxuan Chen | Cheng Li | Zhuoyang Zou | Yuechao Deng

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Application of cognitive computing in healthcare, cybersecurity, big data and IoT: A literature review
A. G. Sreedevi | T. Nitya Harshitha | Vijayan Sugumaran | P. Shankar