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2018 Volume 54 Issue 6

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Coupled matrix factorization and topic modeling for aspect mining
Ding Xiao | Yugang Ji | Yitong Li | Fuzhen Zhuang | Chuan Shi

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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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Local word vectors guiding keyphrase extraction
Eirini Papagiannopoulou | Grigorios Tsoumakas

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An abstractive Arabic text summarizer with user controlled granularity
Aqil M. Azmi | Nouf Ibrahim Altmami

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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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Analyzing the discriminative attributes of products using text mining focused on cosmetic reviews
Sung Guen Kim | Juyoung Kang

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Using language models to improve opinion detection
Faiza Belbachir | Mohand Boughanem

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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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Image annotation tactics: transitions, strategies and efficiency
Jing Chen | Dan Wang | Iris Xie | Quan Lu

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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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Children's query types and reformulations in Google search
Dania Bilal | Jacek Gwizdka

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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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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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CLAIRE: A combinatorial visual analytics system for information retrieval evaluation
Marco Angelini | Vanessa Fazzini | Nicola Ferro | Giuseppe Santucci | Gianmaria Silvello

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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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Semantic text classification: A survey of past and recent advances
Berna Altinel | Murat Can Ganiz

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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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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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Querytogether: Enabling entity-centric exploration in multi-device collaborative search
Salvatore Andolina | Khalil Klouche | Tuukka Ruotsalo | Patrik Floréen | Giulio Jacucci

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News recommender systems - Survey and roads ahead
Mozhgan Karimi | Dietmar Jannach | Michael Jugovac

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Question categorization and classification using grammar based approach
Alaa Mohasseb | Mohamed Bader-El-Den | Mihaela Cocea

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Dependency parsing with finite state transducers and compression rules
Pablo Gamallo | Marcos García

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On constituent chunking for Turkish
Ozkan Aslan | Serkan Günal | Bekir Taner Dinçer

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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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Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models?
Loni Hagen

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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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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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Exploring coherent topics by topic modeling with term weighting
Ximing Li | Ang Zhang | Changchun Li | Jihong Ouyang | Yi Cai

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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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A survey towards an integration of big data analytics to big insights for value-creation
Mandeep Kaur Saggi | Sushma Jain

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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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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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Big Data-enabled Customer Relationship Management: A holistic approach
Pierluigi Zerbino | Davide Aloini | Riccardo Dulmin | Valeria Mininno

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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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2018 Volume 54 Issue 4

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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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Understanding crowdsourcing projects: A systematic review of tendencies, workflow, and quality management
Fábio R. Assis Neto | Celso A. S. Santos

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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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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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Implicit aspect extraction in sentiment analysis: Review, taxonomy, oppportunities, and open challenges
Mohammad Tubishat | Norisma Idris | Mohammad A. M. Abushariah

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Do systems pass university entrance exams?
Álvaro Rodrigo | Anselmo Peñas | Yusuke Miyao | Noriko Kando

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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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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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Leveraging exploratory search with personality traits and interactional context
Maria Taramigkou | Dimitris Apostolou | Gregoris Mentzas

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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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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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Self-training on refined clause patterns for relation extraction
Duc-Thuan Vo | Ebrahim Bagheri

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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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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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2018 Volume 54 Issue 3

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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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Term discrimination for text search tasks derived from negative binomial distribution
Lorenz Bernauer | Eun Jin Han | So Young Sohn

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Unsupervised Latent Dirichlet Allocation for supervised question classification
Saeedeh Momtazi

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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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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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Multilingual opinion mining on YouTube - A convolutional N-gram BiLSTM word embedding
Huy Tien Nguyen | Minh Le Nguyen

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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 2

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Location extraction from tweets
Thi Bich Ngoc Hoang | Josiane Mothe

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Effective aggregation of various summarization techniques
Parth Mehta | Prasenjit Majumder

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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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Keyword length and matching options as indicators of search intent in sponsored search
Kutlwano K. K. M. Ramaboa | Peter Fish

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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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Ranking themes on co-word networks: Exploring the relationships among different metrics
Wanying Zhao | Jin Mao | Kun Lu

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Verbosity normalized pseudo-relevance feedback in information retrieval
Seung-Hoon Na | Kangil Kim

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Relevance of the SFU Review_-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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TournaRank: When retrieval becomes document competition
Gilles Hubert | Yoann Pitarch | Karen Pinel-Sauvagnat | Ronan Tournier | Léa Laporte

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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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The Dilution/Concentration conditions for cross-language information retrieval models
Bo Li | Éric Gaussier | Dan Yang

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Using evolutionary computation for discovering spam patterns from e-mail samples
David Ruano-Ordás | Florentino Fdez-Riverola | José Ramon Méndez

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QMOS: Query-based multi-documents opinion-oriented summarization
Asad Abdi | Siti Mariyam Shamsuddin | Ramiz M. Aliguliyev

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Mining user interests over active topics on social networks
Fattane Zarrinkalam | Mohsen Kahani | Ebrahim Bagheri

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2018 Volume 54 Issue 1

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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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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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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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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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An analysis of review content and reviewer variables that contribute to review helpfulness
M. S. I. Malik | Ayyaz Hussain

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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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Knowledge based collection selection for distributed information retrieval
Baoli Han | Ling Chen | Xiaoxue Tian