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2019 Volume 56 Issue 6

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A multi-centrality index for graph-based keyword extraction
Didier Augusto Vega-Oliveros | Pedro Spoljaric Gomes | Evangelos E. Milios | Lilian Berton

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ATM: Adversarial-neural Topic Model
Rui Wang | Deyu Zhou | Yulan He

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An image-text consistency driven multimodal sentiment analysis approach for social media
Ziyuan Zhao | Huiying Zhu | Zehao Xue | Zhao Liu | Jing Tian | Matthew Chin Heng Chua | Maofu Liu

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An interactive human centered data science approach towards crime pattern analysis
Nadeem Qazi | B. L. William Wong

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Automatic classification of complaint letters according to service provider categories
Yaakov HaCohen-Kerner | Rakefet Dilmon | Maor Hone | Matanya Aharon Ben-Basan

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Big data adoption: State of the art and research challenges
Maria Ijaz Baig | Liyana Shuib | Elaheh Yadegaridehkordi

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Cascade embedding model for knowledge graph inference and retrieval
Daifeng Li | Andrew D. Madden

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Crime base: Towards building a knowledge base for crime entities and their relationships from online news papers
Srinivasa K | P. Santhi Thilagam

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Evidential fine-grained event localization using Twitter
Zahra Khodabandeh Shahraki | Afsaneh Fatemi | Hadi Tabatabaee Malazi

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Exploratory study of cross-device search tasks
Dan Wu | Jing Dong | Chunxiang Liu

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Extended co-citation search: Graph-based document retrieval on a co-citation network containing citation context information
Masaki Eto

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Fast top-k similarity search in large dynamic attributed networks
Zaiqiao Meng | Hong Shen

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Fuzzy topic modeling approach for text mining over short text
Junaid Rashid | Syed Muhammad Adnan Shah | Aun Irtaza

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Language models and fusion for authorship attribution
Olga Fourkioti | Symeon Symeonidis | Avi Arampatzis

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Motivating scholars' responses in academic social networking sites: An empirical study on ResearchGate Q&A behavior
Shengli Deng | Jingjing Tong | Yanqing Lin | Hongxiu Li | Yong Liu

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On detecting business event from the headlines and leads of massive online news articles
Yu Qian | Xiongwen Deng | Qiongwei Ye | Baojun Ma | Hua Yuan

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Propagating sentiment signals for estimating reputation polarity
Anastasia Giachanou | Julio Gonzalo | Fabio Crestani

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SLTFNet: A spatial and language-temporal tensor fusion network for video moment retrieval
Bin Jiang | Xin Huang | Chao Yang | Junsong Yuan

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Sentence modeling via multiple word embeddings and multi-level comparison for semantic textual similarity
Huy Nguyen Tien | Nguyen Minh Le | Yamasaki Tomohiro | Izuha Tatsuya

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TDAM: A topic-dependent attention model for sentiment analysis
Gabriele Pergola | Lin Gui | Yulan He

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Textual keyword extraction and summarization: State-of-the-art
Zara Nasar | Syed Waqar Jaffry | Muhammad Kamran Malik

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The evolution of argumentation mining: From models to social media and emerging tools
Anastasios Lytos | Thomas Lagkas | Panagiotis G. Sarigiannidis | Kalina Bontcheva

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The interaction effects of online reviews and free samples on consumers' downloads: An empirical analysis
Shengli Li | Li Fan

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The reflection of offline activities on users' online social behavior: An observational study
Seyed Amin Mirlohi Falavarjani | Fattane Zarrinkalam | Jelena Jovanovic | Ebrahim Bagheri | Ali A. Ghorbani

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The usefulness of multimedia surrogates for making relevance judgments about digital video objects
Barbara M. Wildemuth | Gary Marchionini | Xin Fu | Jun Sung Oh | Meng Yang

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Tracking user-role evolution via topic modeling in community question answering
Chaogang Fu

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Understanding in-context interaction: An investigation into on-the-go mobile search
Morgan Harvey | Matthew Pointon

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2019 Volume 56 Issue 5

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A knowledge-based semantic framework for query expansion
Jamal Abdul Nasir | Iraklis Varlamis | Samreen Ishfaq

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The impact of deep learning on document classification using semantically rich representations
Zenun Kastrati | Ali Shariq Imran | Sule Yildirim Yayilgan

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Irony detection via sentiment-based transfer learning
Shiwei Zhang | Xiuzhen Zhang | Jeffrey Chan | Paolo Rosso

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Relevance-based entity selection for ad hoc retrieval
Faezeh Ensan | Feras N. Al-Obeidat

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The effects of perceived chronic pressure and time constraint on information search behaviors and experience
Chang Liu | Ying-Hsang Liu | Tom Gedeon | Yu Zhao | Yiming Wei | Fan Yang

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Utilizing microblogs for assisting post-disaster relief operations via matching resource needs and availabilities
Ritam Dutt | Moumita Basu | Kripabandhu Ghosh | Saptarshi Ghosh

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Query expansion techniques for information retrieval: A survey
Hiteshwar Kumar Azad | Akshay Deepak

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AAEE - Automated evaluation of students' essays in Arabic language
Aqil M. Azmi | Maram F. Al-Jouie | Muhammad Hussain

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Querying XML documents using Prolog engines: When is this a good idea?
Fábio G. Santos | Leonardo Machado | Rafael de Araújo M. Pinheiro | Aline Paes | Vanessa Braganholo

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Information Processing & Management Journal Special Issue on Narrative Extraction from Texts (Text2Story): Preface
Alípio M. Jorge | Ricardo Campos | Adam Jatowt | Sérgio Nunes

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NATSUM: Narrative abstractive summarization through cross-document timeline generation
Cristina Barros | Elena Lloret | Estela Saquete | Borja Navarro-Colorado

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A survey on evaluation of summarization methods
Liana Ermakova | Jean-Valère Cossu | Josiane Mothe

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On enhancing the robustness of timeline summarization test collections
Richard McCreadie | Shahzad Rajput | Ian Soboroff | Craig Macdonald | Iadh Ounis

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Whose story is it anyway? Automatic extraction of accounts from news articles
Hao Zhang | Frank Boons | Riza Batista-Navarro

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Proppy: Organizing the news based on their propagandistic content
Alberto Barrón-Cedeño | Israa Jaradat | Giovanni Da San Martino | Preslav Nakov

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How narratives move your mind: A corpus of shared-character stories for connecting emotional flow and interestingness
Yusuke Mori | Hiroaki Yamane | Yoshitaka Ushiku | Tatsuya Harada

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Implicit dimension identification in user-generated text with LSTM networks
Victor Makarenkov | Ido Guy | Niva Hazon | Tamar Meisels | Bracha Shapira | Lior Rokach

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Integrating character networks for extracting narratives from multimodal data
O-Joun Lee | Jason J. Jung

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2019 Volume 56 Issue 4

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Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis
Kai Hu | Qing Luo | Kunlun Qi | Siluo Yang | Jin Mao | Xiaokang Fu | Jie Zheng | Huayi Wu | Ya Guo | Qibing Zhu

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Whose posts to read: Finding social sensors for effective information acquisition
Kun Yuan | Guannan Liu | Junjie Wu

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HClaimE: A tool for identifying health claims in health news headlines
Shi Yuan | Bei Yu

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A framework for fake review detection in online consumer electronics retailers
Rodrigo Barbado | Oscar Araque | Carlos Angel Iglesias

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Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion
Asad Abdi | Siti Mariyam Shamsuddin | Shafaatunnur Hasan | Jalil Piran

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Unsupervised graph-based rank aggregation for improved retrieval
Ícaro Cavalcante Dourado | Daniel Carlos Guimarães Pedronette | Ricardo da Silva Torres

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Locality-adapted kernel densities of term co-occurrences for location prediction of tweets
Ozer Ozdikis | Heri Ramampiaro | Kjetil Nørvåg

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A distance-based weighting framework for boosting the performance of dynamic ensemble selection
Zhongliang Zhang | Yu-Yu Chen | Jing Li | Xinggang Luo

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Query-oriented text summarization based on hypergraph transversals
Hadrien Van Lierde | Tommy W. S. Chow

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Measuring the influence of mere exposure effect of TV commercial adverts on purchase behavior based on machine learning prediction models
Elisa Claire Alemán Carreón | Hirofumi Nonaka | Asahi Hentona | Hirochika Yamashiro

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SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis
Muhidin A. Mohamed | Mourad Oussalah

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Special issue on informatics/data analytics in smart tourism
Chulmo Koo | Lorenzo Cantoni

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Do online information sources really make tourists visit more diverse places?: Based on the social networking analysis
Hyunae Lee | Namho Chung | Yoonjae Nam

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Exploring the effect of heuristic factors on the popularity of user-curated 'Best places to visit' recommendations in an online travel community
Lin Li | Kyung Young Lee | Sung-Byung Yang

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Exploring the group holiday decision-making process with the support of technology
Lanyun Zhang | Xu Sun | Christian Wagner

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Examining the relationship between specific negative emotions and the perceived helpfulness of online reviews
Gang Ren | Taeho Hong

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Subjective perception patterns of online reviews: A comparison of utilitarian and hedonic values
Juyeon Ham | Kyungmin Lee | Taekyung Kim | Chulmo Koo

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Towards early identification of online rumors based on long short-term memory networks
Yahui Liu | Xiaolong Jin | Huawei Shen

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Analytical framework for evaluating digital diplomacy using network analysis and topic modeling: Comparing South Korea and Japan
Sejung Park | Dahoon Chung | Han Woo Park

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Learning representations for quality estimation of crowdsourced submissions
Shanshan Lyu | Wentao Ouyang | Huawei Shen | Xueqi Cheng

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Instagram user characteristics and the color of their photos: Colorfulness, color diversity, and color harmony
Jang-Hyun Kim | Yunhwan Kim

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Can media forecast technological progress?: A text-mining approach to the on-line newspaper and blog's representation of prospective industrial technologies
Leo Kim | Jaewook Ju

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Organizational justice and management trustworthiness during organizational Change: Interactions of Benevolence, Integrity, and managerial approaches
Yu Cui | Hao Jiao

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She's Reddit: A source of statistically significant gendered interest information?
Mike Thelwall | Emma Stuart

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Others Share this Message, So We Can Trust It? An Examination of Bandwagon Cues on Organizational Trust in Risk
Xialing Lin | Patric R. Spence

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Semantic network analysis for understanding user experiences of bipolar and depressive disorders on Reddit
Minjoo Yoo | Sangwon Lee | Taehyun Ha

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Capturing information on technology convergence, international collaboration, and knowledge flow from patent documents: A case of information and communication technology
Changjun Lee | Dieter Franz Kogler | Daeho Lee

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Demand cycles and market segmentation in bicycle sharing
James Christopher Westland | Jian Mou | Dafei Yin

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2019 Volume 56 Issue 3

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An in-depth study of similarity predicate committee
Jia Zhu | Gabriel Pui Cheong Fung | Zeyang Lei | Min Yang | Ying Shen

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Characterizing and predicting downloads in academic search
Xinyi Li | Maarten de Rijke

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Knowledge empowered prominent aspect extraction from product reviews
Zhiyi Luo | Shanshan Huang | Kenny Q. Zhu

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Feature-enriched matrix factorization for relation extraction
Duc-Thuan Vo | Ebrahim Bagheri

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Predicate constraints based question answering over knowledge graph
Sangjin Shin | Xiongnan Jin | Jooik Jung | Kyong-Ho Lee

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Aspect-based sentiment analysis with alternating coattention networks
Chao Yang | Hefeng Zhang | Bin Jiang | Keqin Li

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Paragraph-based representation of texts: A complex networks approach
Henrique Ferraz de Arruda | Vanessa Q. Marinho | Luciano da F. Costa | Diego R. Amancio

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Web document summarization by exploiting social context with matrix co-factorization
Minh-Tien Nguyen | Tran Viet Cuong | Xuan Hoai Nguyen | Le-Minh Nguyen

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Quantifying risk associated with clinical trial termination: A text mining approach
Lendie Follett | Simon Geletta | Marcia Laugerman

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An impact of time and item influencer in collaborative filtering recommendations using graph-based model
Maryam Khanian Najafabadi | Azlinah Hj. Mohamed | Wou Onn Choo

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Managers' cognitive capabilities and perception of market research usefulness
Piotr Tarka

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Cognitive-inspired domain adaptation of sentiment lexicons
Frank Z. Xing | Filippo Pallucchini | Erik Cambria

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Online visibility of software-related web sites: The case of biomedical text mining tools
Gael Pérez Rodríguez | Martín Pérez-Pérez | Florentino Fdez-Riverola | Anália Lourenço

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Studies on a multidimensional public opinion network model and its topic detection algorithm
Guanghui Wang | Yuxue Chi | Yijun Liu | Yufei Wang

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A novel intelligent classification model for breast cancer diagnosis
Na Liu | Ershi Qi | Man Xu | Bo Gao | Guiqiu Liu

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How is professionals' information seeking shaped by workplace procedures? A study of healthcare clinicians
Morten Hertzum | Jesper Simonsen

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Attention-based long short-term memory network using sentiment lexicon embedding for aspect-level sentiment analysis in Korean
Minchae Song | Hyunjung Park | Kyung-shik Shin

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Investigating and predicting online food recipe upload behavior
Christoph Trattner | Tomasz Kusmierczyk | Kjetil Nørvåg

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Using time-series analysis to predict disease counts with structural trend changes
Amir Talaei-Khoei | James M. Wilson V

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Event attendance classification in social media
Vinicius Monteiro de Lira | Craig Macdonald | Iadh Ounis | Raffaele Perego | Chiara Renso | Valéria Cesário Times

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Information Resource, Interface, and Tasks as User Interaction Components for Digital Library Evaluation
Yuelin Li | Chang Liu

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Information availability and return volatility in the bitcoin Market: Analyzing differences of user opinion and interest
Ju Hyun Yu | Juyoung Kang | Sangun Park

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Neural embedding-based indices for semantic search
Fatemeh Lashkari | Ebrahim Bagheri | Ali A. Ghorbani

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Triggering effects of mobile video marketing in nature tourism: Media richness perspective
Ari Alamäki | Juho Pesonen | Amir Dirin

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Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation
Fabiano Muniz Belém | André G. Heringer | Jussara M. Almeida | Marcos André Gonçalves

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The Information Needs Matrix: A navigational guide for refugee integration
Olubukola Oduntan | Ian Ruthven

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Knowledge representation learning with entity descriptions, hierarchical types, and textual relations
Xing Tang | Ling Chen | Jun Cui | Baogang Wei

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OpinionLink: Leveraging user opinions for product catalog enrichment
Tiago de Melo | Altigran S. da Silva | Edleno Silva de Moura | Pável Calado

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Meta-Circuit machine: Inferencing human collaborative relationships in heterogeneous information networks
Xiyue Gao | Jun Chen | Nian Huai

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Multi-Aspect Review-Team Assignment using Latent Research Areas
Maryam Mirzaei | Jörg Sander | Eleni Stroulia

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Modeling the usefulness of search results as measured by information use
Pertti Vakkari | Michael Völske | Martin Potthast | Matthias Hagen | Benno Stein

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TEXUS: A unified framework for extracting and understanding tables in PDF documents
Roya Rastan | Hye-Young Paik | John Shepherd

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Search tactics used in solving everyday how-to technical tasks: Repertoire, selection and tenacity
Sophie A. Rutter | Verena Blinzler | Chaoyu Ye | Max L. Wilson | Michael B. Twidale

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Item diversified recommendation based on influence diffusion
Huimin Huang | Hong Shen | Zaiqiao Meng

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Personalized recommendation via user preference matching
Wen Zhou | Wenbo Han

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Event mining and timeliness analysis from heterogeneous news streams
Ida Mele | Seyed Ali Bahrainian | Fabio Crestani

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Privacy-preserving multi-criteria collaborative filtering
Alper Yargic | Alper Bilge

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Exploring the immediate and short-term effects of peer advice and cognitive authority on Web search behavior
Jiqun Liu | Yiwei Wang | Soumik Mandal | Chirag Shah

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Estimating Gaussian mixture models in the local neighbourhood of embedded word vectors for query performance prediction
Dwaipayan Roy | Debasis Ganguly | Mandar Mitra | Gareth J. F. Jones

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Reliable automatic word spacing using a space insertion and correction model based on neural networks in Korean
Sihyung Kim | Gihyeon Choi | Harksoo Kim

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An efficient page ranking approach based on vector norms using sNorm(p) algorithm
Shubham Goel | Ravinder Kumar | Munish Kumar | Vikram Chopra

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Temporal expert profiling: With an application to T-shaped expert finding
Mahdi Dehghan | Maryam Biabani | Ahmad Ali Abin

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Corrigendum to Unsupervised Latent Dirichlet Allocation for supervised question classification. [Information Processing & Management, 54(3), 380-393]
Saeedeh Momtazi | Iryna Gurevych

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Processing social media in real-time
Damiano Spina | Arkaitz Zubiaga | Amit P. Sheth | Markus Strohmaier

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Tracking community evolution in social networks: A survey
Narimene Dakiche | Fatima Benbouzid-Si Tayeb | Yahya Slimani | Karima Benatchba

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An unsupervised aspect extraction strategy for monitoring real-time reviews stream
Mauro Dragoni | Marco Federici | Andi Rexha

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On fine-grained geolocalisation of tweets and real-time traffic incident detection
Jorge David Gonzalez Paule | Yeran Sun | Yashar Moshfeghi

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Prediction of drive-by download attacks on Twitter
Amir Javed | Pete Burnap | Omer F. Rana

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Real-time event detection from the Twitter data stream using the TwitterNews+ Framework
Mahmud Hasan | Mehmet A. Orgun | Rolf Schwitter

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Real-time processing of social media with SENTINEL: A syndromic surveillance system incorporating deep learning for health classification
Ovidiu Serban | Nicholas A. Thapen | Brendan Maginnis | Chris Hankin | Virginia Foot

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2019 Volume 56 Issue 2

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Advanced Arabic Natural Language Processing (ANLP) and its applications: Introduction to the special issue
Yaser Jararweh | Mahmoud Al-Ayyoub | Elhadj Benkhelifa

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Machine translation for Arabic dialects (survey)
Salima Harrat | Karima Meftouh | Kamel Smaïli

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Language processing and learning models for community question answering in Arabic
Salvatore Romeo | Giovanni Da San Martino | Yonatan Belinkov | Alberto Barrón-Cedeño | Mohamed Eldesouki | Kareem Darwish | Hamdy Mubarak | James R. Glass | Alessandro Moschitti

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Modeling Arabic subjectivity and sentiment in lexical space
Muhammad Abdul-Mageed

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Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features
Mohammad Al-Smadi | Mahmoud Al-Ayyoub | Yaser Jararweh | Omar Qawasmeh

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A comprehensive survey of arabic sentiment analysis
Mahmoud Al-Ayyoub | Abed Allah Khamaiseh | Yaser Jararweh | Mohammed Naji Al-Kabi

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Improved Arabic speech recognition system through the automatic generation of fine-grained phonetic transcriptions
Eiman Alsharhan | Allan Ramsay

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Writer identification approach based on bag of words with OBI features
Amal Durou | Ibrahim Aref | Somaya Al-Máadeed | Ahmed Bouridane | Elhadj Benkhelifa

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Approaches for preserving content integrity of sensitive online Arabic content: A survey and research challenges
Saqib Hakak | Amirrudin Kamsin | Omar Tayan | Mohd Yamani Idna Bin Idris | Gulshan Amin Gilkar

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2019 Volume 56 Issue 1

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AHAB: Aligning heterogeneous knowledge bases via iterative blocking
Ling Chen | Weidong Gu | Xiaoxue Tian | Gencai Chen

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Quality assessment of answers with user-identified criteria and data-driven features in social Q&A
Hengyi Fu | Sanghee Oh

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A diary study of information encountering triggered by visual stimuli on micro-blogging services
Tingting Jiang | Qian Guo | Yaping Xu | Shiting Fu

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Efficient query-by-example spoken document retrieval combining phone multigram representation and dynamic time warping
Paula Lopez-Otero | Javier Parapar | Alvaro Barreiro

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SSTS: A syntactic tool for pattern search on time series
João Rodrigues | Duarte Folgado | David Belo | Hugo Gamboa

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The language of information need: Differentiating conscious and formalized information needs
Ian Ruthven

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Community detection using hierarchical clustering based on edge-weighted similarity in cloud environment
Chunlin Li | Jingpan Bai | Wenjun Zhao | Xihao Yang

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Impact of response latency on sponsored search
Xiao Bai | Berkant Barla Cambazoglu

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Synset expansion on translation graph for automatic wordnet construction
Gönenç Ercan | Farid Haziyev

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Influence of social conversational features on language identification in highly multilingual online conversations
Neelakshi Sarma | Sanasam Ranbir Singh | Diganta Goswami

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Supervised Hebb rule based feature selection for text classification
Heyong Wang | Ming Hong

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Building user profiles based on sequences for content and collaborative filtering
Pablo Sánchez | Alejandro Bellogín

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Multi-label Arabic text categorization: A benchmark and baseline comparison of multi-label learning algorithms
Bassam Al-Salemi | Masri Ayob | Graham Kendall | Shahrul Azman Mohd. Noah

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Improving educational web search for question-like queries through subject classification
Tolga Yilmaz | Rifat Ozcan | Ismail Sengor Altingovde | Özgür Ulusoy

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A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks
Aparup Khatua | Apalak Khatua | Erik Cambria