Volume 56, Number 6, November 2019
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

Automatic classification of complaint letters according to service provider categories.

Yaakov HaCohen-Kerner Rakefet Dilmon Maor Hone Matanya Aharon Ben-Basan

SLTFNet: A spatial and language-temporal tensor fusion network for video moment retrieval.

Bin Jiang Xin Huang Chao Yang Junsong Yuan

Big data adoption: State of the art and research challenges.

Maria Ijaz Baig Liyana Shuib Elaheh Yadegaridehkordi

ATM: Adversarial-neural Topic Model.

Rui Wang Deyu Zhou Yulan He

Cascade embedding model for knowledge graph inference and retrieval.

Daifeng Li Andrew Madden

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

Sentence modeling via multiple word embeddings and multi-level comparison for semantic textual similarity.

Huy Nguyen Tien Minh Nguyen Le Yamasaki Tomohiro Izuha Tatsuya

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

Textual keyword extraction and summarization: State-of-the-art.

Zara Nasar Syed Waqar Jaffry Muhammad Kamran Malik

Understanding in-context interaction: An investigation into on-the-go mobile search.

Morgan Harvey Matthew Pointon

Propagating sentiment signals for estimating reputation polarity.

Anastasia Giachanou Julio Gonzalo Fabio Crestani

On detecting business event from the headlines and leads of massive online news articles.

Yu Qian Xiongwen Deng Qiongwei Ye Baojun Ma Hua Yuan

TDAM: A topic-dependent attention model for sentiment analysis.

Gabriele Pergola Lin Gui Yulan He

An interactive human centered data science approach towards crime pattern analysis.

Nadeem Qazi B. L. William Wong

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

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

Chaogang Fu

Fast top-k similarity search in large dynamic attributed networks.

Zaiqiao Meng Hong Shen

The interaction effects of online reviews and free samples on consumers' downloads: An empirical analysis.

Li Shengli Li Fan

Exploratory study of cross-device search tasks.

Dan Wu Jing Dong Chunxiang Liu

Language models and fusion for authorship attribution.

Olga Fourkioti Symeon Symeonidis Avi Arampatzis

A multi-centrality index for graph-based keyword extraction.

Didier Augusto Vega-Oliveros Pedro Spoljaric Gomes Evangelos E. Milios Lilian Berton

The evolution of argumentation mining: From models to social media and emerging tools.

Anastasios Lytos Thomas Lagkas Panagiotis G. Sarigiannidis Kalina Bontcheva

Crime base: Towards building a knowledge base for crime entities and their relationships from online news papers.

Srinivasa K P. Santhi Thilagam

Fuzzy topic modeling approach for text mining over short text.

Junaid Rashid Syed Muhammad Adnan Shah Aun Irtaza

Evidential fine-grained event localization using Twitter.

Zahra Khodabandeh Shahraki Afsaneh Fatemi Hadi Tabatabaee Malazi

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

Masaki Eto


Volume 56, Number 5, September 2019
Integrating character networks for extracting narratives from multimodal data.

O-Joun Lee Jason J. Jung

Implicit dimension identification in user-generated text with LSTM networks.

Victor Makarenkov Ido Guy Niva Hazon Tamar Meisels Bracha Shapira Lior Rokach

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

Proppy: Organizing the news based on their propagandistic content.

Alberto Barrón-Cedeño Israa Jaradat Giovanni Da San Martino Preslav Nakov

Whose story is it anyway? Automatic extraction of accounts from news articles.

Hao Zhang Frank Boons Riza Batista-Navarro

On enhancing the robustness of timeline summarization test collections.

Richard McCreadie Shahzad Rajput Ian Soboroff Craig Macdonald Iadh Ounis

A survey on evaluation of summarization methods.

Liana Ermakova Jean-Valère Cossu Josiane Mothe

NATSUM: Narrative abstractive summarization through cross-document timeline generation.

Cristina Barros Elena Lloret Estela Saquete Borja Navarro-Colorado

Information Processing & Management Journal Special Issue on Narrative Extraction from Texts (Text2Story): Preface.

Alípio M. Jorge Ricardo Campos Adam Jatowt Sérgio Nunes

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

AAEE - Automated evaluation of students' essays in Arabic language.

Aqil M. Azmi Maram F. Al-Jouie Muhammad Hussain

Query expansion techniques for information retrieval: A survey.

Hiteshwar Kumar Azad Akshay Deepak

Utilizing microblogs for assisting post-disaster relief operations via matching resource needs and availabilities.

Ritam Dutt Moumita Basu Kripabandhu Ghosh Saptarshi Ghosh

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

Relevance-based entity selection for ad hoc retrieval.

Faezeh Ensan Feras Al-Obeidat

Irony detection via sentiment-based transfer learning.

Shiwei Zhang Xiuzhen Zhang Jeffrey Chan Paolo Rosso

The impact of deep learning on document classification using semantically rich representations.

Zenun Kastrati Ali Shariq Imran Sule Yildirim Yayilgan

A knowledge-based semantic framework for query expansion.

Jamal Abdul Nasir Iraklis Varlamis Samreen Ishfaq


Volume 56, Number 4, July 2019
Demand cycles and market segmentation in bicycle sharing.

James Christopher Westland Jian Mou Dafei Yin

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

Semantic network analysis for understanding user experiences of bipolar and depressive disorders on Reddit.

Minjoo Yoo Sangwon Lee Taehyun Ha

Others Share this Message, So We Can Trust It? An Examination of Bandwagon Cues on Organizational Trust in Risk.

Xialing Lin Patric R. Spence

She's Reddit: A source of statistically significant gendered interest information?

Mike Thelwall Emma Stuart

Organizational justice and management trustworthiness during organizational Change: Interactions of Benevolence, Integrity, and managerial approaches.

Yu Cui Hao Jiao

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

Instagram user characteristics and the color of their photos: Colorfulness, color diversity, and color harmony.

Jang-Hyun Kim Yunhwan Kim

Learning representations for quality estimation of crowdsourced submissions.

Shanshan Lyu Wentao Ouyang Huawei Shen Xueqi Cheng

Analytical framework for evaluating digital diplomacy using network analysis and topic modeling: Comparing South Korea and Japan.

Sejung Park Dahoon Chung Han Woo Park

Towards early identification of online rumors based on long short-term memory networks.

Yahui Liu Xiaolong Jin Huawei Shen

Subjective perception patterns of online reviews: A comparison of utilitarian and hedonic values.

Juyeon Ham Kyungmin Lee Taekyung Kim Chulmo Koo

Examining the relationship between specific negative emotions and the perceived helpfulness of online reviews.

Gang Ren Taeho Hong

Exploring the group holiday decision-making process with the support of technology.

Lanyun Zhang Xu Sun Christian Wagner

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

Do online information sources really make tourists visit more diverse places?: Based on the social networking analysis.

Hyunae Lee Namho Chung Yoonjae Nam

Special issue on informatics/data analytics in smart tourism.

Chulmo Koo Lorenzo Cantoni

SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis.

Muhidin A. Mohamed Mourad Oussalah

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

Query-oriented text summarization based on hypergraph transversals.

Hadrien Van Lierde Tommy W. S. Chow

A distance-based weighting framework for boosting the performance of dynamic ensemble selection.

Zhongliang Zhang Yu-Yu Chen Jing Li Xinggang Luo

Locality-adapted kernel densities of term co-occurrences for location prediction of tweets.

Ozer Ozdikis Heri Ramampiaro Kjetil Nørvåg

Unsupervised graph-based rank aggregation for improved retrieval.

Ícaro Cavalcante Dourado Daniel Carlos Guimarães Pedronette Ricardo da Silva Torres

Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion.

Asad Abdi Siti Mariyam Shamsuddin Shafaatunnur Hasan Jalil Piran

A framework for fake review detection in online consumer electronics retailers.

Rodrigo Barbado Oscar Araque Carlos Angel Iglesias

HClaimE: A tool for identifying health claims in health news headlines.

Shi Yuan Bei Yu

Whose posts to read: Finding social sensors for effective information acquisition.

Kun Yuan Guannan Liu Junjie Wu

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


Volume 56, Number 3, May 2019
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

Real-time event detection from the Twitter data stream using the TwitterNews+ Framework.

Mahmud Hasan Mehmet A. Orgun Rolf Schwitter

Prediction of drive-by download attacks on Twitter.

Amir Javed Pete Burnap Omer Rana

On fine-grained geolocalisation of tweets and real-time traffic incident detection.

Jorge David Gonzalez Paule Yeran Sun Yashar Moshfeghi

An unsupervised aspect extraction strategy for monitoring real-time reviews stream.

Mauro Dragoni Marco Federici Andi Rexha

Tracking community evolution in social networks: A survey.

Narimene Dakiche Fatima Benbouzid-Si Tayeb Yahya Slimani Karima Benatchba

Processing social media in real-time.

Damiano Spina Arkaitz Zubiaga Amit P. Sheth Markus Strohmaier

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

Saeedeh Momtazi Iryna Gurevych

Temporal expert profiling: With an application to T-shaped expert finding.

Mahdi Dehghan Maryam Biabani Ahmad Ali Abin

An efficient page ranking approach based on vector norms using sNorm(p) algorithm.

Shubham Goel Ravinder Kumar Munish Kumar Vikram Chopra

Reliable automatic word spacing using a space insertion and correction model based on neural networks in Korean.

Sihyung Kim Gihyeon Choi Harksoo Kim

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

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

Privacy-preserving multi-criteria collaborative filtering.

Alper Yargic Alper Bilge

Event mining and timeliness analysis from heterogeneous news streams.

Ida Mele Seyed Ali Bahrainian Fabio Crestani

Personalized recommendation via user preference matching.

Wen Zhou Wenbo Han

Item diversified recommendation based on influence diffusion.

Huimin Huang Hong Shen Zaiqiao Meng

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

TEXUS: A unified framework for extracting and understanding tables in PDF documents.

Roya Rastan Hye-Young Paik John Shepherd

Modeling the usefulness of search results as measured by information use.

Pertti Vakkari Michael Völske Martin Potthast Matthias Hagen Benno Stein

Multi-Aspect Review-Team Assignment using Latent Research Areas.

Maryam Mirzaei Jörg Sander Eleni Stroulia

Meta-Circuit machine: Inferencing human collaborative relationships in heterogeneous information networks.

Xiyue Gao Jun Chen Nian Huai

OpinionLink: Leveraging user opinions for product catalog enrichment.

Tiago de Melo Altigran Soares da Silva Edleno Silva de Moura Pável Calado

Knowledge representation learning with entity descriptions, hierarchical types, and textual relations.

Xing Tang Ling Chen Jun Cui Baogang Wei

The Information Needs Matrix: A navigational guide for refugee integration.

Olubukola Oduntan Ian Ruthven

Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation.

Fabiano Muniz Belém André G. Heringer Jussara M. Almeida Marcos André Gonçalves

Triggering effects of mobile video marketing in nature tourism: Media richness perspective.

Ari Alamäki Juho Pesonen Amir Dirin

Neural embedding-based indices for semantic search.

Fatemeh Lashkari Ebrahim Bagheri Ali A. Ghorbani

Information availability and return volatility in the bitcoin Market: Analyzing differences of user opinion and interest.

Ju Hyun Yu Juyoung Kang Sangun Park

Information Resource, Interface, and Tasks as User Interaction Components for Digital Library Evaluation.

Yuelin Li Chang Liu

Event attendance classification in social media.

Vinicius Monteiro de Lira Craig Macdonald Iadh Ounis Raffaele Perego Chiara Renso Valéria Cesário Times

Using time-series analysis to predict disease counts with structural trend changes.

Amir Talaei-Khoei James M. Wilson V

Investigating and predicting online food recipe upload behavior.

Christoph Trattner Tomasz Kusmierczyk Kjetil Nørvåg

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

How is professionals' information seeking shaped by workplace procedures? A study of healthcare clinicians.

Morten Hertzum Jesper Simonsen

A novel intelligent classification model for breast cancer diagnosis.

Na Liu Ershi Qi Man Xu Bo Gao Guiqiu Liu

Studies on a multidimensional public opinion network model and its topic detection algorithm.

Guanghui Wang Yuxue Chi Yijun Liu Yufei Wang

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

Cognitive-inspired domain adaptation of sentiment lexicons.

Frank Z. Xing Filippo Pallucchini Erik Cambria

Managers' cognitive capabilities and perception of market research usefulness.

Piotr Tarka

An impact of time and item influencer in collaborative filtering recommendations using graph-based model.

Maryam Khanian Najafabadi Azlinah Hj. Mohamed Choo Wou Onn

Quantifying risk associated with clinical trial termination: A text mining approach.

Lendie Follett Simon Geletta Marcia Laugerman

Web document summarization by exploiting social context with matrix co-factorization.

Minh-Tien Nguyen Tran Viet Cuong Xuan Hoai Nguyen Le-Minh Nguyen

Paragraph-based representation of texts: A complex networks approach.

Henrique Ferraz de Arruda Vanessa Q. Marinho Luciano da F. Costa Diego R. Amancio

Aspect-based sentiment analysis with alternating coattention networks.

Chao Yang Hefeng Zhang Bin Jiang Keqin Li

Predicate constraints based question answering over knowledge graph.

Sangjin Shin Xiongnan Jin Jooik Jung Kyong-Ho Lee

Feature-enriched matrix factorization for relation extraction.

Duc-Thuan Vo Ebrahim Bagheri

Knowledge empowered prominent aspect extraction from product reviews.

Zhiyi Luo Shanshan Huang Kenny Q. Zhu

Characterizing and predicting downloads in academic search.

Xinyi Li Maarten de Rijke

An in-depth study of similarity predicate committee.

Jia Zhu Gabriel Pui Cheong Fung Zeyang Lei Min Yang Ying Shen


Volume 56, Number 2, March 2019
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

Writer identification approach based on bag of words with OBI features.

Amal Durou Ibrahim Aref Somaya Al-Máadeed Ahmed Bouridane Elhadj Benkhelifa

Improved Arabic speech recognition system through the automatic generation of fine-grained phonetic transcriptions.

Eiman Alsharhan Allan Ramsay

A comprehensive survey of arabic sentiment analysis.

Mahmoud Al-Ayyoub Abed Allah Khamaiseh Yaser Jararweh Mohammed Naji Al-Kabi

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

Modeling Arabic subjectivity and sentiment in lexical space.

Muhammad Abdul-Mageed

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

Machine translation for Arabic dialects (survey).

Salima Harrat Karima Meftouh Kamel Smaïli

Advanced Arabic Natural Language Processing (ANLP) and its applications: Introduction to the special issue.

Yaser Jararweh Mahmoud Al-Ayyoub Elhadj Benkhelifa


Volume 56, Number 1, January 2019
A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks.

Aparup Khatua Apalak Khatua Erik Cambria

Improving educational web search for question-like queries through subject classification.

Tolga Yilmaz Rifat Ozcan Ismail Sengor Altingovde Özgür Ulusoy

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

Building user profiles based on sequences for content and collaborative filtering.

Pablo Sánchez Alejandro Bellogín

Supervised Hebb rule based feature selection for text classification.

Heyong Wang Ming Hong

Influence of social conversational features on language identification in highly multilingual online conversations.

Neelakshi Sarma Sanasam Ranbir Singh Diganta Goswami

Synset expansion on translation graph for automatic wordnet construction.

Gonenc Ercan Farid Haziyev

Impact of response latency on sponsored search.

Xiao Bai Berkant Barla Cambazoglu

Community detection using hierarchical clustering based on edge-weighted similarity in cloud environment.

Chunlin Li Jingpan Bai Zhao Wenjun Yang Xihao

The language of information need: Differentiating conscious and formalized information needs.

Ian Ruthven

SSTS: A syntactic tool for pattern search on time series.

João Rodrigues Duarte Folgado David Belo Hugo Gamboa

Efficient query-by-example spoken document retrieval combining phone multigram representation and dynamic time warping.

Paula Lopez-Otero Javier Parapar Alvaro Barreiro

A diary study of information encountering triggered by visual stimuli on micro-blogging services.

Tingting Jiang Qian Guo Yaping Xu Shiting Fu

Quality assessment of answers with user-identified criteria and data-driven features in social Q&A.

Hengyi Fu Sanghee Oh

AHAB: Aligning heterogeneous knowledge bases via iterative blocking.

Ling Chen Weidong Gu Xiaoxue Tian Gencai Chen