Journal: Inf. Process. Manage.

Volume 54, Issue 6

861 -- 873Ding Xiao, Yugang Ji, Yitong Li, Fuzhen Zhuang, Chuan Shi. Coupled matrix factorization and topic modeling for aspect mining
874 -- 887Jie Mei, Aminul Islam, Abidalrahman Moh'd, Yajing Wu, Evangelos E. Milios. Statistical learning for OCR error correction
888 -- 902Eirini Papagiannopoulou, Grigorios Tsoumakas. Local word vectors guiding keyphrase extraction
903 -- 921Aqil M. Azmi, Nouf Ibrahim Altmami. An abstractive Arabic text summarizer with user controlled granularity
922 -- 937Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco. A deep network model for paraphrase detection in short text messages
938 -- 957Sung Guen Kim, Juyoung Kang 0001. Analyzing the discriminative attributes of products using text mining focused on cosmetic reviews
958 -- 968Faiza Belbachir, Mohand Boughanem. Using language models to improve opinion detection
969 -- 984Fu-Yuan Hsu, Hahn-Ming Lee, Tao-Hsing Chang, Yao-Ting Sung. Automated estimation of item difficulty for multiple-choice tests: An application of word embedding techniques
985 -- 1001Jing Chen, Dan Wang, Iris Xie, Quan Lu. Image annotation tactics: transitions, strategies and efficiency
1002 -- 1021Rong Qu, Yongyi Fang, Wen Bai, Yuncheng Jiang. Computing semantic similarity based on novel models of semantic representation using Wikipedia
1022 -- 1041Dania Bilal, Jacek Gwizdka. Children's query types and reformulations in Google search
1042 -- 1057Tony Russell-Rose, Jon Chamberlain, Leif Azzopardi. Information retrieval in the workplace: A comparison of professional search practices
1058 -- 1076Reza Gharibi, Amir Hossein Rasekh, Mohammad Hadi Sadreddini, Seyed Mostafa Fakhrahmad. Leveraging textual properties of bug reports to localize relevant source files
1077 -- 1100Marco Angelini, Vanessa Fazzini, Nicola Ferro, Giuseppe Santucci, Gianmaria Silvello. CLAIRE: A combinatorial visual analytics system for information retrieval evaluation
1101 -- 1114Yunhwan Kim, Jang-Hyun Kim 0001. Using computer vision techniques on Instagram to link users' personalities and genders to the features of their photos: An exploratory study
1115 -- 1128Sangwon Lee, Taehyun Ha, Daeho Lee, Jang-Hyun Kim 0001. Understanding the majority opinion formation process in online environments: An exploratory approach to Facebook
1129 -- 1153Berna Altinel, Murat Can Ganiz. Semantic text classification: A survey of past and recent advances
1154 -- 1168Mete Celik, Ahmet Sakir Dokuz. Discovering socially similar users in social media datasets based on their socially important locations
1169 -- 1181Edgardo Ferretti, Leticia C. Cagnina, Viviana Paiz, Sebastián Delle Donne, Rodrigo Zacagnini, Marcelo Errecalde. Quality flaw prediction in Spanish Wikipedia: A case of study with verifiability flaws
1182 -- 1202Salvatore Andolina, Khalil Klouche, Tuukka Ruotsalo, Patrik Floréen, Giulio Jacucci. Querytogether: Enabling entity-centric exploration in multi-device collaborative search
1203 -- 1227Mozhgan Karimi, Dietmar Jannach, Michael Jugovac. News recommender systems - Survey and roads ahead
1228 -- 1243Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea. Question categorization and classification using grammar based approach
1244 -- 1261Pablo Gamallo 0001, Marcos García. Dependency parsing with finite state transducers and compression rules
1262 -- 1276Ozkan Aslan, Serkan Günal, Bekir Taner Dinçer. On constituent chunking for Turkish
1277 -- 1291Zaiqiao Meng, Hong Shen, Huimin Huang, Wei Liu 0061, Jing Wang, Arun Kumar Sangaiah. Search result diversification on attributed networks via nonnegative matrix factorization
1292 -- 1307Loni Hagen. Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models?
1308 -- 1324Diego Arroyuelo, Mauricio Oyarzún, Senén González, Victor Sepulveda. Hybrid compression of inverted lists for reordered document collections
1325 -- 1344Chih-Hao Chen, Wei-Po Lee, Jhih-Yuan Huang. Tracking and recognizing emotions in short text messages from online chatting services
1345 -- 1358XiMing Li, ang Zhang, Changchun Li, Jihong OuYang, Yi Cai. Exploring coherent topics by topic modeling with term weighting

Volume 54, Issue 5

755 -- 757Andrea De Mauro, Marco Greco, Michele Grimaldi, Paavo Ritala. In (Big) Data we trust: Value creation in knowledge organizations - Introduction to the special issue
758 -- 790Mandeep Kaur Saggi, Sushma Jain. A survey towards an integration of big data analytics to big insights for value-creation
791 -- 806Surabhi Verma, Som Sekhar Bhattacharyya, Saurav Kumar. An extension of the technology acceptance model in the big data analytics system implementation environment
807 -- 817Andrea De Mauro, Marco Greco, Michele Grimaldi, Paavo Ritala. Human resources for Big Data professions: A systematic classification of job roles and required skill sets
818 -- 846Pierluigi Zerbino, Davide Aloini, Riccardo Dulmin, Valeria Mininno. Big Data-enabled Customer Relationship Management: A holistic approach
847 -- 860Pasquale Del Vecchio, Gioconda Mele, Valentina Ndou, Giustina Secundo. Creating value from Social Big Data: Implications for Smart Tourism Destinations

Volume 54, Issue 4

475 -- 489Jorge Carlos Valverde-Rebaza, Mathieu Roche, Pascal Poncelet, Alneu de Andrade Lopes. The role of location and social strength for friendship prediction in location-based social networks
490 -- 506Fábio R. Assis Neto, Celso A. S. Santos. Understanding crowdsourcing projects: A systematic review of tendencies, workflow, and quality management
507 -- 528Haitao Yu, Adam Jatowt, Roi Blanco, Hideo Joho, Joemon M. Jose, Long Chen 0008, Fajie Yuan. Revisiting the cluster-based paradigm for implicit search result diversification
529 -- 544Lesly Alejandra Gonzalez Camacho, Solange N. Alves Souza. Social network data to alleviate cold-start in recommender system: A systematic review
545 -- 563Mohammad Tubishat, Norisma Idris, Mohammad A. M. Abushariah. Implicit aspect extraction in sentiment analysis: Review, taxonomy, oppportunities, and open challenges
564 -- 575Álvaro Rodrigo, Anselmo Peñas, Yusuke Miyao, Noriko Kando. Do systems pass university entrance exams?
576 -- 592Wen Zhang, Yuhang Du, Taketoshi Yoshida, Qing Wang 0001. DRI-RCNN: An approach to deceptive review identification using recurrent convolutional neural network
593 -- 608Chengsen Ru, Jintao Tang, Shasha Li, Songxian Xie, Ting Wang. Using semantic similarity to reduce wrong labels in distant supervision for relation extraction
609 -- 629Maria Taramigkou, Dimitris Apostolou, Gregoris Mentzas. Leveraging exploratory search with personality traits and interactional context
630 -- 656Shayan A. Tabrizi, Azadeh Shakery, Hamed Zamani, Mohammad Ali Tavallaei. PERSON: Personalized information retrieval evaluation based on citation networks
657 -- 673Ebrahim Bagheri, Faezeh Ensan, Feras Al-Obeidat. Neural word and entity embeddings for ad hoc retrieval
674 -- 685Simona Balbi, Michelangelo Misuraca, Germana Scepi. Combining different evaluation systems on social media for measuring user satisfaction
686 -- 706Duc-Thuan Vo, Ebrahim Bagheri. Self-training on refined clause patterns for relation extraction
707 -- 725Sajad Ahmadian, Majid Meghdadi, Mohsen Afsharchi. A social recommendation method based on an adaptive neighbor selection mechanism
726 -- 739Kyle Goslin, Markus Hofmann. A Wikipedia powered state-based approach to automatic search query enhancement
740 -- 753HyunMo Kim, Sunho Jung, Jaehong Park. The impact of past performance on information valuation in virtual communities: Empirical study in online stock message boards

Volume 54, Issue 3

359 -- 369Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann. Correlation analysis of performance measures for multi-label classification
370 -- 379Lorenz Bernauer, Eun Jin Han, So Young Sohn. Term discrimination for text search tasks derived from negative binomial distribution
380 -- 393Saeedeh Momtazi. Unsupervised Latent Dirichlet Allocation for supervised question classification
394 -- 407Isto Huvila, Heidi P. K. Enwald, Kristina Eriksson-Backa, Noora Hirvonen, Hai Nguyen, Isabella Scandurra. Anticipating ageing: Older adults reading their medical records
408 -- 432Vani K., Deepa Gupta. Unmasking text plagiarism using syntactic-semantic based natural language processing techniques: Comparisons, analysis and challenges
433 -- 450Barbara M. Wildemuth, Diane Kelly 0001, Emma Boettcher, Erin Moore, Gergana Dimitrova. Examining the impact of domain and cognitive complexity on query formulation and reformulation
451 -- 462Huy-Tien Nguyen, Minh Le Nguyen. Multilingual opinion mining on YouTube - A convolutional N-gram BiLSTM word embedding
463 -- 474Chonghuan Xu. A novel recommendation method based on social network using matrix factorization technique

Volume 54, Issue 2

129 -- 144Hoang Thi Bich Ngoc, Josiane Mothe. Location extraction from tweets
145 -- 158Parth Mehta 0001, Prasenjit Majumder. Effective aggregation of various summarization techniques
159 -- 174Zhe Liu 0002, Bernard J. Jansen. Questioner or question: Predicting the response rate in social question and answering on Sina Weibo
175 -- 183Kutlwano K. K. M. Ramaboa, Peter Fish. Keyword length and matching options as indicators of search intent in sponsored search
184 -- 202Lanting Fang, Luu Anh Tuan, Siu Cheung Hui, Lenan Wu. Syntactic based approach for grammar question retrieval
203 -- 218Wanying Zhao, Jin-Mao, Kun Lu. Ranking themes on co-word networks: Exploring the relationships among different metrics
219 -- 239Seung-Hoon Na, Kangil Kim. Verbosity normalized pseudo-relevance feedback in information retrieval
240 -- 251Salud María Jiménez Zafra, Maria Teresa Martín-Valdivia, M. Dolores Molina-González, Luis Alfonso Ureña López. SP-NEG corpus annotated with the scope of negation for supervised polarity classification in Spanish
252 -- 272Gilles Hubert, Yoann Pitarch, Karen Pinel-Sauvagnat, Ronan Tournier, Léa Laporte. TournaRank: When retrieval becomes document competition
273 -- 290Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, Isabelle Augenstein. Discourse-aware rumour stance classification in social media using sequential classifiers
291 -- 302Bo Li, Éric Gaussier, Dan Yang. The Dilution/Concentration conditions for cross-language information retrieval models
303 -- 317David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez. Using evolutionary computation for discovering spam patterns from e-mail samples
318 -- 338Asad Abdi, Siti Mariyam Shamsuddin, Ramiz M. Aliguliyev. QMOS: Query-based multi-documents opinion-oriented summarization
339 -- 357Fattane Zarrinkalam, Mohsen Kahani, Ebrahim Bagheri. Mining user interests over active topics on social networks

Volume 54, Issue 1

1 -- 13Francis C. Fernández-Reyes, Jorge Hermosillo Valadez, Manuel Montes-y-Gómez. A Prospect-Guided global query expansion strategy using word embeddings
14 -- 36Kazimierz Zielinski, Radoslaw Nielek, Adam Wierzbicki, Adam Jatowt. Computing controversy: Formal model and algorithms for detecting controversy on Wikipedia and in search queries
37 -- 59Mucahid Kutlu, Tamer Elsayed, Matthew Lease. Intelligent topic selection for low-cost information retrieval evaluation: A New perspective on deep vs. shallow judging
60 -- 87Nyi Nyi Htun, Martin Halvey, Lynne Baillie. Beyond traditional collaborative search: Understanding the effect of awareness on multi-level collaborative information retrieval
88 -- 104M. S. I. Malik, Ayyaz Hussain. An analysis of review content and reviewer variables that contribute to review helpfulness
105 -- 115Fawaz S. Al-Anzi, Dia AbuZeina. Beyond vector space model for hierarchical Arabic text classification: A Markov chain approach
116 -- 128Baoli Han, Ling Chen, Xiaoxue Tian. Knowledge based collection selection for distributed information retrieval