Information Processing and Management (2018)

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2018 Volume 54 Issue 1

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Beyond vector space model for hierarchical Arabic text classification: A Markov chain approach.
Fawaz S. Al-Anzi|Dia AbuZeina
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A Prospect-Guided global query expansion strategy using word embeddings.
Francis C. Fernández-Reyes|Jorge Hermosillo Valadez|Manuel Montes-y-Gómez
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Knowledge based collection selection for distributed information retrieval.
Baoli Han|Ling Chen|Xiaoxue Tian
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Beyond traditional collaborative search: Understanding the effect of awareness on multi-level collaborative information retrieval.
Nyi Nyi Htun|Martin Halvey|Lynne Baillie
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Intelligent topic selection for low-cost information retrieval evaluation: A New perspective on deep vs. shallow judging.
Mücahid Kutlu|Tamer Elsayed|Matthew Lease
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An analysis of review content and reviewer variables that contribute to review helpfulness.
M. S. I. Malik|Ayyaz Hussain
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Computing controversy: Formal model and algorithms for detecting controversy on Wikipedia and in search queries.
Kazimierz Zielinski|Radoslaw Nielek|Adam Wierzbicki|Adam Jatowt

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2018 Volume 54 Issue 2

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QMOS: Query-based multi-documents opinion-oriented summarization.
Asad Abdi|Siti Mariyam Shamsuddin|Ramiz M. Aliguliyev
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Syntactic based approach for grammar question retrieval.
Lanting Fang|Luu Anh Tuan|Siu Cheung Hui|Lenan Wu
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TournaRank: When retrieval becomes document competition.
Gilles Hubert|Yoann Pitarch|Karen Pinel-Sauvagnat|Ronan Tournier|Léa Laporte
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The Dilution/Concentration conditions for cross-language information retrieval models.
Bo Li|Éric Gaussier|Dan Yang
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Questioner or question: Predicting the response rate in social question and answering on Sina Weibo.
Zhe Liu|Bernard J. Jansen
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Effective aggregation of various summarization techniques.
Parth Mehta|Prasenjit Majumder
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Verbosity normalized pseudo-relevance feedback in information retrieval.
Seung-Hoon Na|Kangil Kim
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Location extraction from tweets.
Thi Bich Ngoc Hoang|Josiane Mothe
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Keyword length and matching options as indicators of search intent in sponsored search.
Kutlwano K. K. M. Ramaboa|Peter Fish
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Using evolutionary computation for discovering spam patterns from e-mail samples.
David Ruano-Ordás|Florentino Fdez-Riverola|José Ramón Méndez
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Relevance of the SFU ReviewSP-NEG corpus annotated with the scope of negation for supervised polarity classification in Spanish.
Salud María Jiménez-Zafra|María Teresa Martín-Valdivia|M. Dolores Molina-González|Luis Alfonso Ureña López
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Mining user interests over active topics on social networks.
Fattane Zarrinkalam|Mohsen Kahani|Ebrahim Bagheri
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Ranking themes on co-word networks: Exploring the relationships among different metrics.
Wanying Zhao|Jin Mao|Kun Lu
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Discourse-aware rumour stance classification in social media using sequential classifiers.
Arkaitz Zubiaga|Elena Kochkina|Maria Liakata|Rob Procter|Michal Lukasik|Kalina Bontcheva|Trevor Cohn|Isabelle Augenstein

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2018 Volume 54 Issue 3

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Term discrimination for text search tasks derived from negative binomial distribution.
Lorenz Bernauer|Eun Jin Han|So Young Sohn
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Anticipating ageing: Older adults reading their medical records.
Isto Huvila|Heidi P. K. Enwald|Kristina Eriksson-Backa|Noora Hirvonen|Hai Nguyen|Isabella Scandurra
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Unmasking text plagiarism using syntactic-semantic based natural language processing techniques: Comparisons, analysis and challenges.
Vani K.|Deepa Gupta
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Unsupervised Latent Dirichlet Allocation for supervised question classification.
Saeedeh Momtazi
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Multilingual opinion mining on YouTube - A convolutional N-gram BiLSTM word embedding.
Huy Tien Nguyen|Minh Le Nguyen
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Correlation analysis of performance measures for multi-label classification.
Rafael B. Pereira|Alexandre Plastino|Bianca Zadrozny|Luiz H. C. Merschmann
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Examining the impact of domain and cognitive complexity on query formulation and reformulation.
Barbara M. Wildemuth|Diane Kelly|Emma Boettcher|Erin Moore|Gergana Dimitrova
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A novel recommendation method based on social network using matrix factorization technique.
Chonghuan Xu

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2018 Volume 54 Issue 4

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A social recommendation method based on an adaptive neighbor selection mechanism.
Sajad Ahmadian|Majid Meghdadi|Mohsen Afsharchi
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Neural word and entity embeddings for ad hoc retrieval.
Ebrahim Bagheri|Faezeh Ensan|Feras N. Al-Obeidat
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Combining different evaluation systems on social media for measuring user satisfaction.
Simona Balbi|Michelangelo Misuraca|Germana Scepi
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Social network data to alleviate cold-start in recommender system: A systematic review.
Lesly Alejandra Gonzalez Camacho|Solange N. Alves Souza
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A Wikipedia powered state-based approach to automatic search query enhancement.
Kyle Goslin|Markus Hofmann
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The impact of past performance on information valuation in virtual communities: Empirical study in online stock message boards.
HyunMo Kim|Sunho Jung|Jaehong Park
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Understanding crowdsourcing projects: A systematic review of tendencies, workflow, and quality management.
Fábio R. Assis Neto|Celso A. S. Santos
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Do systems pass university entrance exams?
Álvaro Rodrigo|Anselmo Peñas|Yusuke Miyao|Noriko Kando
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Using semantic similarity to reduce wrong labels in distant supervision for relation extraction.
Chengsen Ru|Jintao Tang|Shasha Li|Songxian Xie|Ting Wang
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PERSON: Personalized information retrieval evaluation based on citation networks.
Shayan A. Tabrizi|Azadeh Shakery|Hamed Zamani|Mohammad Ali Tavallaei
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Leveraging exploratory search with personality traits and interactional context.
Maria Taramigkou|Dimitris Apostolou|Gregoris Mentzas
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Implicit aspect extraction in sentiment analysis: Review, taxonomy, oppportunities, and open challenges.
Mohammad Tubishat|Norisma Idris|Mohammad A. M. Abushariah
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The role of location and social strength for friendship prediction in location-based social networks.
Jorge Carlos Valverde-Rebaza|Mathieu Roche|Pascal Poncelet|Alneu de Andrade Lopes
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Self-training on refined clause patterns for relation extraction.
Duc-Thuan Vo|Ebrahim Bagheri
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Revisiting the cluster-based paradigm for implicit search result diversification.
Haitao Yu|Adam Jatowt|Roi Blanco|Hideo Joho|Joemon M. Jose|Long Chen|Fajie Yuan
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DRI-RCNN: An approach to deceptive review identification using recurrent convolutional neural network.
Wen Zhang|Yuhang Du|Taketoshi Yoshida|Qing Wang

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2018 Volume 54 Issue 5

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In (Big) Data we trust: Value creation in knowledge organizations - Introduction to the special issue.
Andrea De Mauro|Marco Greco|Michele Grimaldi|Paavo Ritala
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Human resources for Big Data professions: A systematic classification of job roles and required skill sets.
Andrea De Mauro|Marco Greco|Michele Grimaldi|Paavo Ritala
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A survey towards an integration of big data analytics to big insights for value-creation.
Mandeep Kaur Saggi|Sushma Jain
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Creating value from Social Big Data: Implications for Smart Tourism Destinations.
Pasquale Del Vecchio|Gioconda Mele|Valentina Ndou|Giustina Secundo
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An extension of the technology acceptance model in the big data analytics system implementation environment.
Surabhi Verma|Som Sekhar Bhattacharyya|Saurav Kumar
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Big Data-enabled Customer Relationship Management: A holistic approach.
Pierluigi Zerbino|Davide Aloini|Riccardo Dulmin|Valeria Mininno

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2018 Volume 54 Issue 6

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A deep network model for paraphrase detection in short text messages.
Basant Agarwal|Heri Ramampiaro|Helge Langseth|Massimiliano Ruocco
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Semantic text classification: A survey of past and recent advances.
Berna Altinel|Murat Can Ganiz
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Querytogether: Enabling entity-centric exploration in multi-device collaborative search.
Salvatore Andolina|Khalil Klouche|Tuukka Ruotsalo|Patrik Floréen|Giulio Jacucci
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CLAIRE: A combinatorial visual analytics system for information retrieval evaluation.
Marco Angelini|Vanessa Fazzini|Nicola Ferro|Giuseppe Santucci|Gianmaria Silvello
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Hybrid compression of inverted lists for reordered document collections.
Diego Arroyuelo|Mauricio Oyarzún|Senén González|Victor Sepulveda
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On constituent chunking for Turkish.
Özkan Aslan|Serkan Günal|Bekir Taner Dinçer
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An abstractive Arabic text summarizer with user controlled granularity.
Aqil M. Azmi|Nouf Ibrahim Altmami
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Using language models to improve opinion detection.
Faiza Belbachir|Mohand Boughanem
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Children's query types and reformulations in Google search.
Dania Bilal|Jacek Gwizdka
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Discovering socially similar users in social media datasets based on their socially important locations.
Mete Celik|Ahmet Sakir Dokuz
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Tracking and recognizing emotions in short text messages from online chatting services.
Chih-Hao Chen|Wei-Po Lee|Jhih-Yuan Huang
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Image annotation tactics: transitions, strategies and efficiency.
Jing Chen|Dan Wang|Iris Xie|Quan Lu
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Quality flaw prediction in Spanish Wikipedia: A case of study with verifiability flaws.
Edgardo Ferretti|Leticia C. Cagnina|Viviana Paiz|Sebastián Delle Donne|Rodrigo Zacagnini|Marcelo Errecalde
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Dependency parsing with finite state transducers and compression rules.
Pablo Gamallo|Marcos García
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Leveraging textual properties of bug reports to localize relevant source files.
Reza Gharibi|Amir Hossein Rasekh|Mohammad Hadi Sadreddini|Seyed Mostafa Fakhrahmad
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Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models?
Loni Hagen
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Automated estimation of item difficulty for multiple-choice tests: An application of word embedding techniques.
Fu-Yuan Hsu|Hahn-Ming Lee|Tao-Hsing Chang|Yao-Ting Sung
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News recommender systems - Survey and roads ahead.
Mozhgan Karimi|Dietmar Jannach|Michael Jugovac
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Analyzing the discriminative attributes of products using text mining focused on cosmetic reviews.
Sung Guen Kim|Juyoung Kang
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Using computer vision techniques on Instagram to link users' personalities and genders to the features of their photos: An exploratory study.
Yunhwan Kim|Jang-Hyun Kim
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Understanding the majority opinion formation process in online environments: An exploratory approach to Facebook.
Sangwon Lee|Taehyun Ha|Daeho Lee|Jang-Hyun Kim
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Exploring coherent topics by topic modeling with term weighting.
Ximing Li|Ang Zhang|Changchun Li|Jihong Ouyang|Yi Cai
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Statistical learning for OCR error correction.
Jie Mei|Aminul Islam|Abidalrahman Moh'd|Yajing Wu|Evangelos E. Milios
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Search result diversification on attributed networks via nonnegative matrix factorization.
Zaiqiao Meng|Hong Shen|Huimin Huang|Wei Liu|Jing Wang|Arun Kumar Sangaiah
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Question categorization and classification using grammar based approach.
Alaa Mohasseb|Mohamed Bader-El-Den|Mihaela Cocea
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Local word vectors guiding keyphrase extraction.
Eirini Papagiannopoulou|Grigorios Tsoumakas
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Computing semantic similarity based on novel models of semantic representation using Wikipedia.
Rong Qu|Yongyi Fang|Wen Bai|Yuncheng Jiang
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Information retrieval in the workplace: A comparison of professional search practices.
Tony Russell-Rose|Jon Chamberlain|Leif Azzopardi
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Coupled matrix factorization and topic modeling for aspect mining.
Ding Xiao|Yugang Ji|Yitong Li|Fuzhen Zhuang|Chuan Shi