| A novel recommendation method based on social network using matrix factorization technique |
35 |
| Creating value from Social Big Data: Implications for Smart Tourism Destinations |
30 |
| Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion |
28 |
| Semantic text classification: A survey of past and recent advances |
28 |
| Human resources for Big Data professions: A systematic classification of job roles and required skill sets |
24 |
| A survey towards an integration of big data analytics to big insights for value-creation |
24 |
| News recommender systems - Survey and roads ahead |
24 |
| Query expansion techniques for information retrieval: A survey |
23 |
| A deep network model for paraphrase detection in short text messages |
20 |
| Social network data to alleviate cold-start in recommender system: A systematic review |
19 |
| Cognitive-inspired domain adaptation of sentiment lexicons |
19 |
| Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features |
18 |
| A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks |
17 |
| Examining the relationship between specific negative emotions and the perceived helpfulness of online reviews |
17 |
| Real-time event detection from the Twitter data stream using the TwitterNews plus Framework |
16 |
| An extension of the technology acceptance model in the big data analytics system implementation environment |
16 |
| The impact of deep learning on document classification using semantically rich representations |
15 |
| Mining user interests over active topics on social networks |
15 |
| Aspect-based sentiment analysis with alternating coattention networks |
15 |
| Attention-based long short-term memory network using sentiment lexicon embedding for aspect-level sentiment analysis in Korean |
15 |
| Real-time processing of social media with SENTINEL: A syndromic surveillance system incorporating deep learning for health classification |
15 |
| A comprehensive survey of arabic sentiment analysis |
15 |
| Location extraction from tweets |
14 |
| The role of location and social strength for friendship prediction in location-based social networks |
13 |
| A novel intelligent classification model for breast cancer diagnosis |
13 |
| Implicit aspect extraction in sentiment analysis: Review, taxonomy, oppportunities, and open challenges |
13 |
| Tracking community evolution in social networks: A survey |
13 |
| SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis |
12 |
| Questioner or question: Predicting the response rate in social question and answering on Sina Weibo |
12 |
| DRI-RCNN: An approach to deceptive review identification using recurrent convolutional neural network |
12 |
| A social recommendation method based on an adaptive neighbor selection mechanism |
12 |
| Correlation analysis of performance measures for multi-label classification |
12 |
| Discovering socially similar users in social media datasets based on their socially important locations |
11 |
| Irony detection via sentiment-based transfer learning |
11 |
| The language of information need: Differentiating conscious and formalized information needs |
11 |
| Query-oriented text summarization based on hypergraph transversals |
11 |
| A multi-centrality index for graph-based keyword extraction |
11 |
| Textual keyword extraction and summarization: State-of-the-art |
11 |
| Big Data-enabled Customer Relationship Management: A holistic approach |
11 |
| An unsupervised aspect extraction strategy for monitoring real-time reviews stream |
11 |
| An analysis of review content and reviewer variables that contribute to review helpfulness |
11 |
| Fuzzy topic modeling approach for text mining over short text |
10 |
| Discourse-aware rumour stance classification in social media using sequential classifiers |
10 |
| Local word vectors guiding keyphrase extraction |
10 |
| Computing semantic similarity based on novel models of semantic representation using Wikipedia |
10 |
| Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models? |
10 |
| Analyzing the discriminative attributes of products using text mining focused on cosmetic reviews |
9 |
| Understanding the majority opinion formation process in online environments: An exploratory approach to Facebook |
9 |
| A knowledge-based semantic framework for query expansion |
9 |
| Building user profiles based on sequences for content and collaborative filtering |
9 |
