OOIR: Observatory of International Research

Papers

(The TQCC of Decision Support Systems is 17. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Stock habitats and information flow: How do different co-attention behaviors in online communities shape market reactions?	119
Victim crisis communication strategy on digital media: A study of the COVID-19 pandemic	99
Investigating the beneficial impact of segmentation-based modelling for credit scoring	88
A collaborative decision support system for multi-criteria automatic clustering	78
Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention	75
Session stitching using sequence fingerprinting for web page visits	74
Understanding the effect of group emotions on consumer instant order cancellation behavior in livestreaming E-commerce: Empirical evidence from TikTok	74
Pay-for-performance schemes and hospital HIT adoption	74
The role of visibility in supply chain resiliency: Applying the Nexus supplier index to unveil hidden critical suppliers in deep supply networks	74
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms	72
Integrating temporal association rules into intelligent prediction system for metabolic dysfunction-associated fatty liver disease	70
How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective	69
Social trust and algorithmic equity: The societal perspectives of users' intention to interact with algorithm recommendation systems	68
Decisions for information or information for decisions? Optimizing information gathering in decision-intensive processes	67
To disclose or not? The impact of prosocial behavior disclosure on the attainment of social capital on social networking sites	67
Editorial Board	66
High efficiency or easy troubleshooting? Human use of autonomous Mobile healthcare robots	66
Decision support through deep reinforcement learning for maximizing a courier's monetary gain in a meal delivery environment	65
Editorial Board	62
Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction	62
Freedom of speech or freedom of reach? Strategies for mitigating malicious content in social networks	56
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes	56
PNRank: Unsupervised ranking of person name entities from noisy OCR text	54
A project prioritization approach considering uncertainty, reliability, criteria prioritization, and robustness	52
A decision support system using signals from social media and news to predict cryptocurrency prices	52

Should firms pay for online brand communities: Using lead user theory in analyzing two contrasting cases	51
CATCHM: A novel network-based credit card fraud detection method using node representation learning	49
No evidence of attraction effect among recommended options: A large-scale field experiment on an online flight aggregator	49
Cognitive process-driven model design: A deep learning recommendation model with textual review and context	49
The secret of voice: How acoustic characteristics affect video creators' performance on Bilibili	47
DeepSecure: A computational design science approach for interpretable threat hunting in cybersecurity decision making	47
Digitizing local search: An empirical analysis of mobile search behavior in offline shopping	45
It's not just about accuracy: An investigation of the human factors in users' reliance on anti-phishing tools	45
Towards risk-aware artificial intelligence and machine learning systems: An overview	45
Enhancing cybersecurity risk assessment using temporal knowledge graph-based explainable decision support system	45
Multicategory choice modeling with sparse and high dimensional data: A Bayesian deep learning approach	43
Bigger from a distance: The moderating role of spatial distance on the importance of traditional and rhetorical quality signals for transactions in crowdfunding	41
What shall I learn? Two-stage decision making under social influence on corporate E-learning platforms	41
Complex business ecosystem intelligence using AI-powered visual analytics	40
Is decentralization sustainable in the bitcoin system?	40
IT impact on open innovation performance: Insights from a large-scale empirical investigation	40
A collaborative filtering model incorporating media promotions and users' variety-seeking tendencies in the digital music market	40
Developers' decision to navigate resource adversity in crowdfunded digital development projects	40
Nonmonetary rewards of referral reward programs and recommendation intention: The role of reward–product congruity	39
Multi-criteria evaluation of health news stories	39
Impact of content ideology on social media opinion polarization: The moderating role of functional affordances and symbolic expressions	39
ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning	38
Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance	38
Improving decision making in the management of hospital readmissions using modern survival analysis techniques	37
An adaptive simulation based decision support approach to respond risk propagation in new product development projects	37
Exploring investors' expectancies and its impact on project funding success likelihood in crowdfunding by using text analytics and Bayesian networks	36
Which product description phrases affect sales forecasting? An explainable AI framework by integrating WaveNet neural network models with multiple regression	36
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations	36
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	35
Is seeing the same as doing? An evaluation of vicarious experiences in the metaverse	34
Competency or investment? The impact of NFT design features on product performance	34
Dynamic model selection in enterprise forecasting systems using sequence modeling	34
Responsible metaverse: Ethical metaverse principles for guiding decision-making and maintaining complex relationships for businesses in 3D virtual spaces	33
Uncovering the relationship between incidental emotion toward a disaster and stock market fluctuations: Evidence from the US market	33
A field study on the impact of the counter ad-blocking wall strategy on user engagement	33
Multiple objective metaheuristics for feature selection based on stakeholder requirements in credit scoring	32
IFC/Editorial Board	31
Autoencoders for strategic decision support	31
IFC/Editorial Board	31
Heuristics and sensitivity analyses to guide replenishment decisions for red blood cells with random transfer	31
IFC/Editorial Board	30
Assessing financial distress of SMEs through event propagation: An adaptive interpretable graph contrastive learning model	30
Can causal machine learning reveal individual bid responses of bank customers? — A study on mortgage loan applications in Belgium	30
Shopping trip recommendations: A novel deep learning-enhanced global planning approach	29
A hybrid framework using explainable AI (XAI) in cyber-risk management for defence and recovery against phishing attacks	29
Customer-initiated and firm-initiated online shopping visits under competition for attention: A conceptual model and empirical analysis	29
When machines trade on corporate disclosures: Using text analytics for investment strategies	29
An interactive decision support system for real-time ambulance relocation with priority guidelines	29
How product review voting is influenced by existing votes, consumer involvement, review valence, and review diagnosticity	29
Responsible machine learning for United States Air Force pilot candidate selection	28

Unraveling juxtaposed effects of biometric characteristics on user security behaviors: A controversial information technology perspective	28
Selling myself: Anthropomorphic products in electronic commerce	28
Developing a decision support system to detect material weaknesses in internal control	28
Social contagions in business resilience: Evidence from the U.S. restaurant industry in the COVID-19 pandemic	27
Social influence-based contrast language analysis framework for clinical decision support systems	27
Channel and bundling strategies: Forging a “win-win” paradigm in product and service operations	27
Effective presentation of ontological overlap of multiple conceptual models	26
IFC/Editorial Board	26
How guest-host interactions affect consumer experiences in the sharing economy: New evidence from a configurational analysis based on consumer reviews	26
Revisiting the effects of social networks on enterprise collaboration technology use: A fuzzy-set qualitative comparative analysis approach	26
From fake to AI-generated: Leveraging information manipulation theory and explainable AI for robust detection of manipulated reviews	25
Does warm care matter? Exploring the effects of service characteristics on organizational impression in smart retail stores	25
Should a better-informed manufacturer hold pricing power for the direct channel: The role of consumer reviews	25
Understanding physicians' noncompliance use of AI-aided diagnosis—A mixed-methods approach	25
Digitalization of the natural sciences: Design science research and computational science	25
Towards a thematic dimensional framework of online fraud: An exploration of fraudulent email attack tactics and intentions	25
Minimizing block incentive volatility through Verkle tree-based dynamic transaction storage	25
Hybrid black-box classification for customer churn prediction with segmented interpretability analysis	24
Crowdsourced firm ratings and total factor productivity: An empirical examination	24
IFC/Editorial Board	24
Predicting digital product performance with team composition features derived from a graph network	24
Leveraging meta-path and co-attention to model consumer preference stability in fashion recommendations	24
A simulation-based decision support tool for dynamic post-disaster pedestrian evacuation	24
Uplift modeling and its implications for appointment date prediction in attended home delivery	24
Online–offline combined adaptive hotel recommendation system considering attribute importance and group consensus	23
Know where to go: Make LLM a relevant, responsible, and trustworthy searchers	23
HEX: Human-in-the-loop explainability via deep reinforcement learning	23
A decision support framework to incorporate textual data for early student dropout prediction in higher education	23
Data disclosure strategy: Navigating the balance between privacy and profit in a dynamic system	23
Explaining the model and feature dependencies by decomposition of the Shapley value	23
FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning	23
Impact of ridesharing platforms on hospitals' emergency department admissions	22
Corrigendum to “Impact of multidimensional presence on user well-being in metaverse communities”	22
Data-driven decision-making in credit risk management: The information value of analyst reports	22
Decision support systems in crowdfunding: A fuzzy cognitive maps (FCM) approach	22
An interpretable imbalance ensemble classification method for readmission risk assessment incorporating multi-view perturbation and SHAP analysis	22
Why do organizations leverage social media to create business value? An external factor-centric empirical investigation	22
Improving debt collection via contact center information: A predictive analytics framework	21
The role of ethical climates in employee information security policy violations	21
Data analytics and decision-making systems: Implications of the global outbreaks	21
The double-edged sword of delivery guarantee in E-commerce	21
Optimal dynamic advertising policy considering consumer ad fatigue	21
Assuring quality and waiting time in real-time spatial crowdsourcing	20
A functional Hidden Markov Model to incorporate dynamics into Bayesian optimal stopping problems: Helping physicians manage traumatic brain injuries	20
Facial expression-enhanced recommendation for virtual fitting rooms	20
Data misrepresentation detection for insurance underwriting fraud prevention	20
An explanation framework and method for AI-based text emotion analysis and visualisation	20
More than meets the eye: Feature concerns and suggestions in mobile XR app reviews	20
Encoding resource experience for predictive process monitoring	20
A new approximate belief rule base expert system for complex system modelling	20
IFC/Editorial Board	19
Gamified giving: Contingent effects of leaderboard rankings on donation behavior in online medical crowdfunding	19
Editorial Board	19
IFC/Editorial Board	19
Editorial Board	19
A critical assessment of consumer reviews: A hybrid NLP-based methodology	19
Promotional pricing strategies for platform vendors: Competition between first- and third-party products	18
Disclosure decisions and the moderating effects of privacy feedback and choice	18
Removing order effects from human-classified datasets: A machine learning method to improve decision making systems	18
Authority and consensus in group decision making with fallible individuals	18
Tell me a story! Narrative-driven XAI with Large Language Models	18
The strength of weak ties and fake news believability	17
How do system and user characteristics, along with anthropomorphism, impact cognitive absorption of chatbots – Introducing SUCCAST through a mixed methods study	17
“To share or not to share?” – A hybrid SEM-ANN-NCA study of the enablers and enhancers for mobile sharing economy	17
How does AI-assisted diagnosis decision support systems influence doctors' coping styles and work outcomes? Bright and dark sides of AI in the workplace	17
The information content of financial statement fraud risk: An ensemble learning approach	17
Incorporating evolutionary adaptions into the cognitive fit model for data visualization	17
Flowing together or alone: Impact of collaboration in the metaverse	17