OOIR: Observatory of International Research

Papers

(The median citation count of Data Technologies and Applications is 1. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Data repair of density-based data cleaning approach using conditional functional dependencies	21
A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia	18
Early identification of high attention content for online mental health community users based on multi-level fusion model	17
AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features	14
Roles of topic features in perceived helpfulness of online company reviews	10
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	10
Tracking the size of the estimation window in time-series data	8
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	8
Blockchain solutions for scientific paper peer review: a systematic mapping of the literature	8
Exploring cross-cultural disparities in tourists' perceived images: a text mining and sentiment analysis study using LDA and BERT-BILSTM models	8
TCE-DBF: textual context enhanced dynamic bimodal fusion for hate video detection	8
Mining the determinants of review helpfulness: a novel approach using intelligent feature engineering and explainable AI	8
Multi-relation global context learning for session-based recommendation	7
Decision tree-based classification in coastal area integrating polarimetric SAR and optical data	7
Analyzing online discussion data for understanding the student's critical thinking	7
Community relations discovery methods for users in Fancircle based on sentiment analysis in China	7
Ranking the ontology development methodologies using the weighted decision matrix	7
Harmonized system code classification using supervised contrastive learning with sentence BERT and multiple negative ranking loss	6
A collaborative trend prediction method using the crowdsourced wisdom of web search engines	6
Analysis of CEO career patterns using machine learning: taking US university graduates as an example	6
Property Assertion Constraints for ontologies and knowledge graphs	6
BiGRU-CNN-AT: classifiying emotion on social media	5
Techniques to detect terrorists/extremists on the dark web: a review	5
Savitar: an intelligent sign language translation approach for deafness and dysphonia in the COVID-19 era	5
ABEE: automated bio entity extraction from biomedical text documents	5

Publisher’s Note	5
Using pretraining and text mining methods to automatically extract the chemical scientific data	4
A boosting-based transfer learning method to address absolute-rarity in skin lesion datasets and prevent weight-drift for melanoma detection	4
A new method based on ensemble time series for fast and accurate clustering	4
The influence of public health information sharing on social media during the early COVID-19 outbreak	4
Analyzing students' attention by gaze tracking and object detection in classroom teaching	4
TikTok app usage behavior: the role of hedonic consumption experiences	4
A novel word-graph-based query rewriting method for question answering	4
ID-SF-Fusion: a cooperative model of intent detection and slot filling for natural language understanding	4
Optimized aspect and self-attention aware LSTM for target-based semantic analysis (OAS-LSTM-TSA)	4
Visualization algorithm based on FDR control testing for dimension reduction of textual data	3
Text mining the mission statements of the most ethical companies	3
Construction of public security indicators based on characteristics of shared group behavior patterns	3
Identifying surface points based on machine learning algorithms: a comprehensive analysis	3
Social recruiting: an application of social network analysis for preselection of candidates	3
Analysis of automated guided vehicles performance based on process mining techniques	3
Cancer data classification by quantum-inspired immune clone optimization-based optimal feature selection using gene expression data: deep learning approach	3
Measuring land lot shapes for property valuation	3
Collaboration and interaction with smart mechanisms in flipped classrooms	3
SanMove: next location recommendation via self-attention network	3
Research data management and FAIR compliance through popular research data repositories: an exploratory study	3
CA-CD: context-aware clickbait detection using new Chinese clickbait dataset with transfer learning method	3
Channel attention-based spatial-temporal graph neural networks for traffic prediction	3
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning	3
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble	3
Risk assessment in machine learning enhanced failure mode and effects analysis	3
Exploring the effectiveness of word embedding based deep learning model for improving email classification	2
Hybrid data analytic technique for grading fairness	2
An Argentine ant system algorithm for partial set covering problem	2
A model of image retrieval based on KD-Tree Random Forest	2
Light field image coding using a residual channel attention network–based view synthesis	2
A comparative analysis of job satisfaction prediction models using machine learning: a mixed-method approach	2
Music sentiment classification based on an optimized CNN-RF-QPSO model	2
Novel framework for learning performance prediction using pattern identification and deep learning	2
A novel similarity measure SF-IPF for CBKNN with implicit feedback data	2
Utility optimization-based multi-stakeholder personalized recommendation system	2
A Bayesian Inference-based approach for extracting driving data with implicit intention	2
TMsDP: two-stage density peak clustering based on multi-strategy optimization	2
Performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task	2
Using the playful consumption experience model to uncover behavioral intention to play Multiplayer Online Battle Arena (MOBA) games	2
A robust framework for shoulder implant X-ray image classification	1
Social support on Reddit for antiretroviral therapy	1
A novel neural network architecture and cross-model transfer learning for multi-task autonomous driving	1
Analyzing audiovisual data for understanding user's emotion in human−computer interaction environment	1
Internet public opinion dissemination mechanism of COVID-19: evidence from the Shuanghuanglian event	1
Disentangling the market reaction to corporate data breach events: a configurational approach	1
Deep learning-based detection of tax frauds: an application to property acquisition tax	1
Constructing economic taxonomy reflecting firm relationships based on news reports	1
Sleep arousal detection for monitoring of sleep disorders using one-dimensional convolutional neural network-based U-Net and bio-signals	1
Using weighted features to predict questions’ answerability in question and answer communities	1

SeaRank: relevance prediction based on click models in a reinforcement learning framework	1
A novel semi-supervised self-training method based on resampling for Twitter fake account identification	1
A new hybrid fuzzy bio-inspired classifier for cancer detection using cuckoo optimization and hyper-planes	1
A knowledge graph analysis tool of people and organizations to facilitate digital humanities research	1
Modular framework for similarity-based dataset discovery using external knowledge	1
Joint modeling method of question intent detection and slot filling for domain-oriented question answering system	1
A cascaded deep-learning-based model for face mask detection	1
On the differences between CNNs and vision transformers for COVID-19 diagnosis using CT and chest x-ray mono- and multimodality	1
News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks	1
Deep understanding of radiology reports: leveraging dynamic convolution in chest X-ray images	1
A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing	1
A novel twin-support vector machine for binary classification to imbalanced data	1
Identifying business information through deep learning: analyzing the tender documents of an Internet-based logistics bidding platform	1
False alarm detection in intensive care unit for monitoring arrhythmia condition using bio-signals	1
A DCV performance in IAQ services during COVID-19: a study of the contractor in Malaysia	1
Credit default swap prediction based on generative adversarial networks	1
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research	1