OOIR: Observatory of International Research

Papers

(The TQCC of Decision Support Systems is 15. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Investigating the beneficial impact of segmentation-based modelling for credit scoring	502
A collaborative decision support system for multi-criteria automatic clustering	100
Decisions for information or information for decisions? Optimizing information gathering in decision-intensive processes	94
To disclose or not? The impact of prosocial behavior disclosure on the attainment of social capital on social networking sites	83
Victim crisis communication strategy on digital media: A study of the COVID-19 pandemic	83
Vulnerability disclosure mechanisms: A synthesis and framework for market-based and non-market-based disclosures	73
Session stitching using sequence fingerprinting for web page visits	71
Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention	65
Understanding the effect of group emotions on consumer instant order cancellation behavior in livestreaming E-commerce: Empirical evidence from TikTok	64
How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective	63
A technique for determining relevance scores of process activities using graph-based neural networks	61
Pay-for-performance schemes and hospital HIT adoption	61
The role of visibility in supply chain resiliency: Applying the Nexus supplier index to unveil hidden critical suppliers in deep supply networks	61
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms	60
Social trust and algorithmic equity: The societal perspectives of users' intention to interact with algorithm recommendation systems	59
Social Collaboration Analytics Framework: A framework for providing business intelligence on collaboration in the digital workplace	58
A decision support system using signals from social media and news to predict cryptocurrency prices	58
Freedom of speech or freedom of reach? Strategies for mitigating malicious content in social networks	58
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes	57
No evidence of attraction effect among recommended options: A large-scale field experiment on an online flight aggregator	57
The secret of voice: How acoustic characteristics affect video creators' performance on Bilibili	56
CATCHM: A novel network-based credit card fraud detection method using node representation learning	55
Cognitive process-driven model design: A deep learning recommendation model with textual review and context	54
Decision support through deep reinforcement learning for maximizing a courier's monetary gain in a meal delivery environment	52
PNRank: Unsupervised ranking of person name entities from noisy OCR text	51

Editorial Board	50
Editorial Board	50
DeepSecure: A computational design science approach for interpretable threat hunting in cybersecurity decision making	48
Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction	45
A project prioritization approach considering uncertainty, reliability, criteria prioritization, and robustness	45
Should firms pay for online brand communities: Using lead user theory in analyzing two contrasting cases	44
It's not just about accuracy: An investigation of the human factors in users' reliance on anti-phishing tools	44
IT impact on open innovation performance: Insights from a large-scale empirical investigation	43
ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning	42
A collaborative filtering model incorporating media promotions and users' variety-seeking tendencies in the digital music market	42
Bigger from a distance: The moderating role of spatial distance on the importance of traditional and rhetorical quality signals for transactions in crowdfunding	42
Is decentralization sustainable in the bitcoin system?	42
Improving decision making in the management of hospital readmissions using modern survival analysis techniques	41
Nonmonetary rewards of referral reward programs and recommendation intention: The role of reward–product congruity	41
Complex business ecosystem intelligence using AI-powered visual analytics	40
Exploring investors' expectancies and its impact on project funding success likelihood in crowdfunding by using text analytics and Bayesian networks	40
Impact of content ideology on social media opinion polarization: The moderating role of functional affordances and symbolic expressions	40
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations	40
Which product description phrases affect sales forecasting? An explainable AI framework by integrating WaveNet neural network models with multiple regression	39
Effect of data privacy and security investment on the value of big data firms	39
An adaptive simulation based decision support approach to respond risk propagation in new product development projects	38
Multi-criteria evaluation of health news stories	37
Multicategory choice modeling with sparse and high dimensional data: A Bayesian deep learning approach	36
Developers' decision to navigate resource adversity in crowdfunded digital development projects	36
Digitizing local search: An empirical analysis of mobile search behavior in offline shopping	35
Towards risk-aware artificial intelligence and machine learning systems: An overview	34
What shall I learn? Two-stage decision making under social influence on corporate E-learning platforms	34
Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance	34
IFC/Editorial Board	33
A deep learning–based method to predict the length of stay for patients with traumatic fall injuries in support of physicians' clinical decisions and patient management	33
IFC/Editorial Board	32
Can causal machine learning reveal individual bid responses of bank customers? — A study on mortgage loan applications in Belgium	32
Heuristics and sensitivity analyses to guide replenishment decisions for red blood cells with random transfer	32
Uncovering the relationship between incidental emotion toward a disaster and stock market fluctuations: Evidence from the US market	32
IFC/Editorial Board	32
Competency or investment? The impact of NFT design features on product performance	31
Customer-initiated and firm-initiated online shopping visits under competition for attention: A conceptual model and empirical analysis	31
Is seeing the same as doing? An evaluation of vicarious experiences in the metaverse	31
Shopping trip recommendations: A novel deep learning-enhanced global planning approach	31
Unraveling juxtaposed effects of biometric characteristics on user security behaviors: A controversial information technology perspective	30
Multiple objective metaheuristics for feature selection based on stakeholder requirements in credit scoring	30
A strategic decision-making architecture toward hybrid teams for dynamic competitive problems	30
Developing a decision support system to detect material weaknesses in internal control	30
An interactive decision support system for real-time ambulance relocation with priority guidelines	29
Responsible machine learning for United States Air Force pilot candidate selection	29
Assessing financial distress of SMEs through event propagation: An adaptive interpretable graph contrastive learning model	29
Autoencoders for strategic decision support	29
How product review voting is influenced by existing votes, consumer involvement, review valence, and review diagnosticity	28
Selling myself: Anthropomorphic products in electronic commerce	28
A hybrid framework using explainable AI (XAI) in cyber-risk management for defence and recovery against phishing attacks	28

When machines trade on corporate disclosures: Using text analytics for investment strategies	28
Responsible metaverse: Ethical metaverse principles for guiding decision-making and maintaining complex relationships for businesses in 3D virtual spaces	27
Channel and bundling strategies: Forging a “win-win” paradigm in product and service operations	26
Social contagions in business resilience: Evidence from the U.S. restaurant industry in the COVID-19 pandemic	26
IFC/Editorial Board	26
The different effects of hardware and software on production interdependence in manufacturing	25
Minimizing block incentive volatility through Verkle tree-based dynamic transaction storage	25
Effective presentation of ontological overlap of multiple conceptual models	25
Understanding physicians' noncompliance use of AI-aided diagnosis—A mixed-methods approach	25
Should a better-informed manufacturer hold pricing power for the direct channel: The role of consumer reviews	24
Social influence-based contrast language analysis framework for clinical decision support systems	24
Digital Twin: Generalization, characterization and implementation	24
Revisiting the effects of social networks on enterprise collaboration technology use: A fuzzy-set qualitative comparative analysis approach	24
IFC/Editorial Board	24
How guest-host interactions affect consumer experiences in the sharing economy: New evidence from a configurational analysis based on consumer reviews	24
Towards a thematic dimensional framework of online fraud: An exploration of fraudulent email attack tactics and intentions	24
Crowdsourced firm ratings and total factor productivity: An empirical examination	23
Impact of ridesharing platforms on hospitals' emergency department admissions	23
Digitalization of the natural sciences: Design science research and computational science	23
Predicting digital product performance with team composition features derived from a graph network	22
FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning	21
A simulation-based decision support tool for dynamic post-disaster pedestrian evacuation	21
HEX: Human-in-the-loop explainability via deep reinforcement learning	21
Data-driven decision-making in credit risk management: The information value of analyst reports	21
Hybrid black-box classification for customer churn prediction with segmented interpretability analysis	21
Know where to go: Make LLM a relevant, responsible, and trustworthy searchers	20
Data misrepresentation detection for insurance underwriting fraud prevention	20
A decision support framework to incorporate textual data for early student dropout prediction in higher education	20
Exploring the effects of psychological ownership, gaming motivations, and primary/secondary control on online game addiction	20
Explaining the model and feature dependencies by decomposition of the Shapley value	20
Uplift modeling and its implications for appointment date prediction in attended home delivery	20
Data analytics and decision-making systems: Implications of the global outbreaks	20
Optimal dynamic advertising policy considering consumer ad fatigue	19
A functional Hidden Markov Model to incorporate dynamics into Bayesian optimal stopping problems: Helping physicians manage traumatic brain injuries	19
Modeling relationships between retail prices and consumer reviews: A machine discovery approach and comprehensive evaluations	19
Decision support systems in crowdfunding: A fuzzy cognitive maps (FCM) approach	19
Facial expression-enhanced recommendation for virtual fitting rooms	19
IFC/Editorial Board	19
Assuring quality and waiting time in real-time spatial crowdsourcing	19
Why do organizations leverage social media to create business value? An external factor-centric empirical investigation	19
The role of ethical climates in employee information security policy violations	19
An interpretable imbalance ensemble classification method for readmission risk assessment incorporating multi-view perturbation and SHAP analysis	19
Improving debt collection via contact center information: A predictive analytics framework	19
A critical assessment of consumer reviews: A hybrid NLP-based methodology	19
The double-edged sword of delivery guarantee in E-commerce	18
IFC/Editorial Board	18
Removing order effects from human-classified datasets: A machine learning method to improve decision making systems	18
An explanation framework and method for AI-based text emotion analysis and visualisation	18
Tell me a story! Narrative-driven XAI with Large Language Models	18
Music intelligence: Granular data and prediction of top ten hit songs	18
Encoding resource experience for predictive process monitoring	18
A new approximate belief rule base expert system for complex system modelling	18
Editorial Board	18
IFC/Editorial Board	18
The strength of weak ties and fake news believability	17
Disclosure decisions and the moderating effects of privacy feedback and choice	17
Promotional pricing strategies for platform vendors: Competition between first- and third-party products	17
“To share or not to share?” – A hybrid SEM-ANN-NCA study of the enablers and enhancers for mobile sharing economy	17
Flowing together or alone: Impact of collaboration in the metaverse	17
Authority and consensus in group decision making with fallible individuals	17
Developing a goal-driven data integration framework for effective data analytics	16
An interface between natural language and abstract argumentation frameworks for real-time debate analysis	16
Incorporating evolutionary adaptions into the cognitive fit model for data visualization	16
The information content of financial statement fraud risk: An ensemble learning approach	16
Editorial Board	16
Dynamic self-organizing feature map-based models applied to bankruptcy prediction	16
Does the new entrant eat my pie or enlarge my pie? Market entry investigation in the online-to-offline on-demand context	15
Investigating patients' adoption of online medical advice	15
A method for the competitiveness estimation of the incremental new product through user-generated content	15
The effect of review visibility and diagnosticity on review helpfulness – An accessibility-diagnosticity theory perspective	15
More to tip, or tip more? Examining consumers' preservice tipping behavior in the on-demand supermarket delivery context	15