Information Processing and Management (2019)

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2019 Volume 56 Issue 1

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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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Impact of response latency on sponsored search.
Xiao Bai|Berkant Barla Cambazoglu
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AHAB: Aligning heterogeneous knowledge bases via iterative blocking.
Ling Chen|Weidong Gu|Xiaoxue Tian|Gencai Chen
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Synset expansion on translation graph for automatic wordnet construction.
Gönenç Ercan|Farid Haziyev
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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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A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks.
Aparup Khatua|Apalak Khatua|Erik Cambria
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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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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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Building user profiles based on sequences for content and collaborative filtering.
Pablo Sánchez|Alejandro Bellogín
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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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Improving educational web search for question-like queries through subject classification.
Tolga Yilmaz|Rifat Ozcan|Ismail Sengor Altingovde|Özgür Ulusoy

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2019 Volume 56 Issue 2

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Modeling Arabic subjectivity and sentiment in lexical space.
Muhammad Abdul-Mageed
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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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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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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 A. 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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Machine translation for Arabic dialects (survey).
Salima Harrat|Karima Meftouh|Kamel Smaïli
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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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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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2019 Volume 56 Issue 3

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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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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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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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Tracking community evolution in social networks: A survey.
Narimène Dakiche|Fatima Benbouzid-Si Tayeb|Yahya Slimani|Karima Benatchba
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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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An unsupervised aspect extraction strategy for monitoring real-time reviews stream.
Mauro Dragoni|Marco Federici|Andi Rexha
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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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Meta-Circuit machine: Inferencing human collaborative relationships in heterogeneous information networks.
Xiyue Gao|Jun Chen|Nian Huai
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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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Real-time event detection from the Twitter data stream using the TwitterNews+ Framework.
Mahmud Hasan|Mehmet A. Orgun|Rolf Schwitter
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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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Item diversified recommendation based on influence diffusion.
Huimin Huang|Hong Shen|Zaiqiao Meng
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Prediction of drive-by download attacks on Twitter.
Amir Javed|Pete Burnap|Omer F. Rana
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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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Neural embedding-based indices for semantic search.
Fatemeh Lashkari|Ebrahim Bagheri|Ali A. Ghorbani
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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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Characterizing and predicting downloads in academic search.
Xinyi Li|Maarten de Rijke
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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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A novel intelligent classification model for breast cancer diagnosis.
Na Liu|Ershi Qi|Man Xu|Bo Gao|Guiqiu Liu
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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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Knowledge empowered prominent aspect extraction from product reviews.
Zhiyi Luo|Shanshan Huang|Kenny Q. Zhu
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Event mining and timeliness analysis from heterogeneous news streams.
Ida Mele|Seyed Ali Bahrainian|Fabio Crestani
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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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Multi-Aspect Review-Team Assignment using Latent Research Areas.
Maryam Mirzaei|Jörg Sander|Eleni Stroulia
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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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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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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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The Information Needs Matrix: A navigational guide for refugee integration.
Olubukola Oduntan|Ian Ruthven
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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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TEXUS: A unified framework for extracting and understanding tables in PDF documents.
Roya Rastan|Hye-Young Paik|John Shepherd
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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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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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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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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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Predicate constraints based question answering over knowledge graph.
Sangjin Shin|Xiongnan Jin|Jooik Jung|Kyong-Ho Lee
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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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Processing social media in real-time.
Damiano Spina|Arkaitz Zubiaga|Amit P. Sheth|Markus Strohmaier
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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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Knowledge representation learning with entity descriptions, hierarchical types, and textual relations.
Xing Tang|Ling Chen|Jun Cui|Baogang Wei
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Managers' cognitive capabilities and perception of market research usefulness.
Piotr Tarka
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Investigating and predicting online food recipe upload behavior.
Christoph Trattner|Tomasz Kusmierczyk|Kjetil Nørvåg
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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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Feature-enriched matrix factorization for relation extraction.
Duc-Thuan Vo|Ebrahim Bagheri
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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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Cognitive-inspired domain adaptation of sentiment lexicons.
Frank Z. Xing|Filippo Pallucchini|Erik Cambria
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Aspect-based sentiment analysis with alternating coattention networks.
Chao Yang|Hefeng Zhang|Bin Jiang|Keqin Li
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Privacy-preserving multi-criteria collaborative filtering.
Alper Yargic|Alper Bilge
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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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Personalized recommendation via user preference matching.
Wen Zhou|Wenbo Han
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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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2019 Volume 56 Issue 4

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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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A framework for fake review detection in online consumer electronics retailers.
Rodrigo Barbado|Oscar Araque|Carlos Angel Iglesias
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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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Organizational justice and management trustworthiness during organizational Change: Interactions of Benevolence, Integrity, and managerial approaches.
Yu Cui|Hao Jiao
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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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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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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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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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Instagram user characteristics and the color of their photos: Colorfulness, color diversity, and color harmony.
Jang-Hyun Kim|Yunhwan Kim
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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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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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Query-oriented text summarization based on hypergraph transversals.
Hadrien Van Lierde|Tommy W. S. Chow
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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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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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Towards early identification of online rumors based on long short-term memory networks.
Yahui Liu|Xiaolong Jin|Huawei Shen
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Learning representations for quality estimation of crowdsourced submissions.
Shanshan Lyu|Wentao Ouyang|Huawei Shen|Xueqi Cheng
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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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Locality-adapted kernel densities of term co-occurrences for location prediction of tweets.
Ozer Ozdikis|Heri Ramampiaro|Kjetil Nørvåg
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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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Examining the relationship between specific negative emotions and the perceived helpfulness of online reviews.
Gang Ren|Taeho Hong
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She's Reddit: A source of statistically significant gendered interest information?
Mike Thelwall|Emma Stuart
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Demand cycles and market segmentation in bicycle sharing.
James Christopher Westland|Jian Mou|Dafei Yin
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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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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 distance-based weighting framework for boosting the performance of dynamic ensemble selection.
Zhong-Liang Zhang|Yu-Yu Chen|Jing Li|Xinggang Luo
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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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2019 Volume 56 Issue 5

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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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Proppy: Organizing the news based on their propagandistic content.
Alberto Barrón-Cedeño|Israa Jaradat|Giovanni Da San Martino|Preslav Nakov
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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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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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Relevance-based entity selection for ad hoc retrieval.
Faezeh Ensan|Feras N. Al-Obeidat
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A survey on evaluation of summarization methods.
Liana Ermakova|Jean-Valère Cossu|Josiane Mothe
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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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The impact of deep learning on document classification using semantically rich representations.
Zenun Kastrati|Ali Shariq Imran|Sule Yildirim Yayilgan
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Integrating character networks for extracting narratives from multimodal data.
O-Joun Lee|Jason J. Jung
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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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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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On enhancing the robustness of timeline summarization test collections.
Richard McCreadie|Shahzad Rajput|Ian Soboroff|Craig Macdonald|Iadh Ounis
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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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A knowledge-based semantic framework for query expansion.
Jamal Abdul Nasir|Iraklis Varlamis|Samreen Ishfaq
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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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Whose story is it anyway? Automatic extraction of accounts from news articles.
Hao Zhang|Frank Boons|Riza Batista-Navarro
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Irony detection via sentiment-based transfer learning.
Shiwei Zhang|Xiuzhen Zhang|Jeffrey Chan|Paolo Rosso

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2019 Volume 56 Issue 6

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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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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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Extended co-citation search: Graph-based document retrieval on a co-citation network containing citation context information.
Masaki Eto
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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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Language models and fusion for authorship attribution.
Olga Fourkioti|Symeon Symeonidis|Avi Arampatzis
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Tracking user-role evolution via topic modeling in community question answering.
Chaogang Fu
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Propagating sentiment signals for estimating reputation polarity.
Anastasia Giachanou|Julio Gonzalo|Fabio Crestani
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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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Understanding in-context interaction: An investigation into on-the-go mobile search.
Morgan Harvey|Matthew Pointon
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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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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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Cascade embedding model for knowledge graph inference and retrieval.
Daifeng Li|Andrew D. Madden
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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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Fast top-k similarity search in large dynamic attributed networks.
Zaiqiao Meng|Hong Shen
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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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TDAM: A topic-dependent attention model for sentiment analysis.
Gabriele Pergola|Lin Gui|Yulan He
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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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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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Fuzzy topic modeling approach for text mining over short text.
Junaid Rashid|Syed Muhammad Adnan Shah|Aun Irtaza
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Evidential fine-grained event localization using Twitter.
Zahra Khodabandeh Shahraki|Afsaneh Fatemi|Hadi Tabatabaee Malazi
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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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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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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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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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Exploratory study of cross-device search tasks.
Dan Wu|Jing Dong|Chunxiang Liu
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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