OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Intelligent Information Systems is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
Recommender systems in the healthcare domain: state-of-the-art and research issues	112
On data lake architectures and metadata management	90
Multimodal depression detection on instagram considering time interval of posts	42
A survey of Big Data dimensions vs Social Networks analysis	36
Sentiment word co-occurrence and knowledge pair feature extraction based LDA short text clustering algorithm	32
Community detection in complex networks using network embedding and gravitational search algorithm	31
Modeling information diffusion in online social networks using a modified forest-fire model	29
A novel scheme for employee churn problem using multi-attribute decision making approach and machine learning	26
A comprehensive Benchmark for fake news detection	25
RecogNet-LSTM+CNN: a hybrid network with attention mechanism for aspect categorization and sentiment classification	24
Clustering-Aided Multi-View Classification: A Case Study on Android Malware Detection	23
Financial markets sentiment analysis: developing a specialized Lexicon	22
Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound	21
Empirical study of sentiment analysis tools and techniques on societal topics	19
Knowledge graph summarization impacts on movie recommendations	18
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	17
BERT-LSTM model for sarcasm detection in code-mixed social media post	16
An overview of machine learning techniques in constraint solving	15
Towards psychology-aware preference construction in recommender systems: Overview and research issues	15
An enhanced opinion retrieval approach via implicit feature identification	14
GNNRec: gated graph neural network for session-based social recommendation model	14
Depression detection from sMRI and rs-fMRI images using machine learning	14
Machine learning in industrial control system (ICS) security: current landscape, opportunities and challenges	12
TSCMF: Temporal and social collective matrix factorization model for recommender systems	12
SDDM: an interpretable statistical concept drift detection method for data streams	12

System for monitoring road slippery based on CCTV cameras and convolutional neural networks	11
Forecasting and explaining emergency department visits in a public hospital	11
Trajectory clustering method based on spatial-temporal properties for mobile social networks	11
Deep learning based sentiment analysis of public perception of working from home through tweets	11
Sequential group recommendations based on satisfaction and disagreement scores	11
Sentimental and spatial analysis of COVID-19 vaccines tweets	11
Healthcare predictive analytics for disease progression: a longitudinal data fusion approach	10
Exploring rich structure information for aspect-based sentiment classification	10
Multi-task learning for toxic comment classification and rationale extraction	10
A survey on data fusion: what for? in what form? what is next?	10
ETM: Enrichment by topic modeling for automated clinical sentence classification to detect patients’ disease history	10
Music emotion recognition using recurrent neural networks and pretrained models	10
Addressing the complexity of personalized, context-aware and health-aware food recommendations: an ensemble topic modelling based approach	10
A case study comparing machine learning with statistical methods for time series forecasting: size matters	10
How to raise artwork prices using action rules, personalization and artwork visual features	10
SentiCode: A new paradigm for one-time training and global prediction in multilingual sentiment analysis	9
Fake news detection based on statement conflict	9
Applying MAPE-K control loops for adaptive workflow management in smart factories	9
CAESAR: context-aware explanation based on supervised attention for service recommendations	9
Enhancing aspect and opinion terms semantic relation for aspect sentiment triplet extraction	9
Leveraging siamese networks for one-shot intrusion detection model	8
A survey on intention analysis: successful approaches and open challenges	8
Using an auxiliary dataset to improve emotion estimation in users’ opinions	8
Path-based reasoning with K-nearest neighbor and position embedding for knowledge graph completion	8
A machine learning approach for performance-oriented decision support in service-oriented architectures	8
Forecasting emergency department admissions	8
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	8
Exploiting stance hierarchies for cost-sensitive stance detection of Web documents	8
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	8
A relational tsetlin machine with applications to natural language understanding	8
Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks	7
LDA-based term profiles for expert finding in a political setting	7
Compacting frequent star patterns in RDF graphs	7
A sampling approach to Debiasing the offline evaluation of recommender systems	6
CGSPN : cascading gated self-attention and phrase-attention network for sentence modeling	6
User-controlled federated matrix factorization for recommender systems	6
An image and text-based multimodal model for detecting fake news in OSN’s	6
Incorporating communities’ structures in predictions of missing links	6
Enhanced density peak-based community detection algorithm	6
Distributed matrix factorization based on fast optimization for implicit feedback recommendation	6
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering	6
Aspect extraction and classification for sentiment analysis in drug reviews	6
Genre based hybrid filtering for movie recommendation engine	6
Selecting the most helpful answers in online health question answering communities	6