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 2022-08-01 to 2026-08-01.)

Article	Citations
Early identification of high attention content for online mental health community users based on multi-level fusion model	35
A privacy-preserving model for multi-party semi-supervised knowledge transfer	29
AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features	15
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	15
Deep-shallow feature fusion for assessing document image quality	14
Tracking the size of the estimation window in time-series data	12
TCE-DBF: textual context enhanced dynamic bimodal fusion for hate video detection	9
Roles of topic features in perceived helpfulness of online company reviews	9
Exploring cross-cultural disparities in tourists' perceived images: a text mining and sentiment analysis study using LDA and BERT-BILSTM models	8
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	7
HOG-GRU: a novel multi-modal water level forecasting model integrating satellite imagery and reservoir operation data	7
Blockchain solutions for scientific paper peer review: a systematic mapping of the literature	7
Multi-relation global context learning for session-based recommendation	7
A decoupled methodology for process-aware post-harvest loss prediction	6
Property Assertion Constraints for ontologies and knowledge graphs	6
Community relations discovery methods for users in Fancircle based on sentiment analysis in China	6
Harmonized system code classification using supervised contrastive learning with sentence BERT and multiple negative ranking loss	6
Publisher’s Note	5
ABEE: automated bio entity extraction from biomedical text documents	5
BiGRU-CNN-AT: classifiying emotion on social media	5
Analysis of CEO career patterns using machine learning: taking US university graduates as an example	5
Savitar: an intelligent sign language translation approach for deafness and dysphonia in the COVID-19 era	5
Optimized aspect and self-attention aware LSTM for target-based semantic analysis (OAS-LSTM-TSA)	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

A new method based on ensemble time series for fast and accurate clustering	4
CGDSClass: a sensitive personal information detection and classification solution for Chinese open government data	4
Analyzing students' attention by gaze tracking and object detection in classroom teaching	4
TikTok app usage behavior: the role of hedonic consumption experiences	3
Vertical federated process mining framework for inter-organizational supply chain process discovery	3
Analysis of automated guided vehicles performance based on process mining techniques	3
Visualization algorithm based on FDR control testing for dimension reduction of textual data	3
CA-CD: context-aware clickbait detection using new Chinese clickbait dataset with transfer learning method	3
Risk assessment in machine learning enhanced failure mode and effects analysis	3
Research data management and FAIR compliance through popular research data repositories: an exploratory study	3
SanMove: next location recommendation via self-attention network	3
The data-driven emergence of online opinion leaders: telecommunication fraud in Northern Myanmar	2
Comparative evaluation of embedding and generative model combinations in retrieval-augmented generation pipelines	2
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning	2
Music sentiment classification based on an optimized CNN-RF-QPSO model	2
Performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task	2
A Bayesian Inference-based approach for extracting driving data with implicit intention	2
Channel attention-based spatial-temporal graph neural networks for traffic prediction	2
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble	2
A comparative analysis of job satisfaction prediction models using machine learning: a mixed-method approach	2
TMsDP: two-stage density peak clustering based on multi-strategy optimization	2
Novel framework for learning performance prediction using pattern identification and deep learning	2
Fighting disinformation with AI tools: datasets for detecting fake news on climate change and the Russian invasion of Ukraine	2
Measuring land lot shapes for property valuation	2
Identifying surface points based on machine learning algorithms: a comprehensive analysis	2
Hierarchical deep reinforcement learning for real-time tactical decision-making in team sports	2
Light field image coding using a residual channel attention network–based view synthesis	2
Collaboration and interaction with smart mechanisms in flipped classrooms	2
A dynamic development of a herbal ontology: enhancing the safe use of medicinal plants	1
A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing	1
Emotionally-tagged video database: a systematic review	1
A DCV performance in IAQ services during COVID-19: a study of the contractor in Malaysia	1
Joint modeling method of question intent detection and slot filling for domain-oriented question answering system	1
LawRAG: Indonesian legal document retrieval-augmented generation with specialized chunking and reranking strategies	1
On the differences between CNNs and vision transformers for COVID-19 diagnosis using CT and chest x-ray mono- and multimodality	1
A model of image retrieval based on KD-Tree Random Forest	1
Improve Arabic–English translation using Arabic Language Attention Transformer	1
Interpretable deep learning for anticipating length of stay in Wuhan: a comparative analysis before and during the COVID-19 pandemic	1
A knowledge graph analysis tool of people and organizations to facilitate digital humanities research	1
Identifying business information through deep learning: analyzing the tender documents of an Internet-based logistics bidding platform	1
Disentangling the market reaction to corporate data breach events: a configurational approach	1
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research	1
Forecasting high-quality patents from the perspective of technology convergence	1
A novel similarity measure SF-IPF for CBKNN with implicit feedback data	1
UniPercepNet-S: a lightweight dual-task framework with attention mechanisms for real-time object detection and instance segmentation	1
Sleep arousal detection for monitoring of sleep disorders using one-dimensional convolutional neural network-based U-Net and bio-signals	1
False alarm detection in intensive care unit for monitoring arrhythmia condition using bio-signals	1
SeaRank: relevance prediction based on click models in a reinforcement learning framework	1
News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks	1
Mixed approach speech-to-text translation for endangered language	1

Using weighted features to predict questions’ answerability in question and answer communities	1
Over-sampling ensemble methods for class imbalanced datasets	1
PGRC: an explainable recommendation method enhanced by knowledge graph and reinforcement learning	1