OOIR: Observatory of International Research

Papers

(The TQCC of Decision Support Systems is 14. 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 2021-03-01 to 2025-03-01.)

Article	Citations
Investigating the beneficial impact of segmentation-based modelling for credit scoring	450
Create the best first glance: The cross-cultural effect of image background on purchase intention	121
A critical assessment of consumer reviews: A hybrid NLP-based methodology	90
How does mobile device usage influence review helpfulness through consumer evaluation? Evidence from TripAdvisor	68
An explanation framework and method for AI-based text emotion analysis and visualisation	66
Relative effects of the different bundles of web-design features on intentions to purchase experience products online	66
A meta-path, attention-based deep learning method to support hepatitis carcinoma predictions for improved cirrhosis patient management	65
A hybrid decision support system for adaptive trading strategies: Combining a rule-based expert system with a deep reinforcement learning strategy	65
The double-edged sword of delivery guarantee in E-commerce	57
A model of two-zoned network for platform competition	56
Facial expression-enhanced recommendation for virtual fitting rooms	56
Pay-for-performance schemes and hospital HIT adoption	56
Data analytics and decision-making systems: Implications of the global outbreaks	56
Towards explainable artificial intelligence through expert-augmented supervised feature selection	54
Data misrepresentation detection for insurance underwriting fraud prevention	54
Impact of the COVID-19 pandemic on the stock market and investor online word of mouth	53
The role of visibility in supply chain resiliency: Applying the Nexus supplier index to unveil hidden critical suppliers in deep supply networks	52
Avatars and organizational knowledge sharing	51
A collaborative decision support system for multi-criteria automatic clustering	50
A functional Hidden Markov Model to incorporate dynamics into Bayesian optimal stopping problems: Helping physicians manage traumatic brain injuries	50
IFC/Editorial Board	48
Vulnerability disclosure mechanisms: A synthesis and framework for market-based and non-market-based disclosures	48
Can bots help create knowledge? The effects of bot intervention in open collaboration	47
IFC/Editorial Board	45
Capital shortfall: A multicriteria decision support system for the identification of weak banks	43

IFC/Editorial Board	43
Methodology for refining subject terms and supporting subject indexing with taxonomy: A case study of the APO digital repository	43
IFC/Editorial Board	42
IFC/Editorial Board	41
IFC/Editorial Board	41
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums	40
To alert or alleviate? A natural experiment on the effect of anti-phishing laws on corporate IT and security investments	40
Determining the optimal release time of movies: A study of movie and market characteristics	39
Model-contrastive explanations through symbolic reasoning	39
Effects of the most useful offline-online and online-offline channel integration services for consumers	38
Session context data integration to address the cold start problem in e-commerce recommender systems	36
Optimal dynamic advertising policy considering consumer ad fatigue	35
How to elicit and cease herding behaviour? On the effectiveness of a warning message as a debiasing decision support system	34
Bridging information systems and marketing: Charting collaborative pathways	34
Decisions for information or information for decisions? Optimizing information gathering in decision-intensive processes	34
Session stitching using sequence fingerprinting for web page visits	34
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms	34
Decision support systems in crowdfunding: A fuzzy cognitive maps (FCM) approach	34
A new approximate belief rule base expert system for complex system modelling	32
You jump, I jump? Herding behavior in blockchain application platforms	32
Meme-affordance tourism: The power of imitation and self-presentation	32
Modeling the co-diffusion of competing memes in online social networks	32
How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective	31
Demystifying analytical information processing capability: The case of cybersecurity incident response	31
Play it safe or leave the comfort zone? Optimal content strategies for social media influencers on streaming video platforms	31
Live streaming channel recommendation based on viewers' interaction behavior: A hypergraph approach	31
Understanding the interplay between online reviews and growth of independent and branded hotels	30
Understanding users' trust transfer mechanism in a blockchain-enabled platform: A mixed methods study	30
Crowdfunding from friends: Tie strength and embeddedness	29
Understanding the effect of group emotions on consumer instant order cancellation behavior in livestreaming E-commerce: Empirical evidence from TikTok	28
Online installment payments and price guarantees under randomized pricing	28
A prescriptive analytics framework for efficient E-commerce order delivery	28
Encoding resource experience for predictive process monitoring	28
Understanding user misrepresentation behavior on social apps: The perspective of privacy calculus theory	28
Mining product competitiveness by fusing multisource online information	28
Assuring quality and waiting time in real-time spatial crowdsourcing	28
Strategic team design for sustainable effectiveness: A data-driven analytical perspective and its implications	27
How transparency affects algorithmic advice utilization: The mediating roles of trusting beliefs	27
Towards fair decision: A novel representation method for debiasing pre-trained models	27
Social trust and algorithmic equity: The societal perspectives of users' intention to interact with algorithm recommendation systems	27
Improving debt collection via contact center information: A predictive analytics framework	27
The role of ethical climates in employee information security policy violations	26
A technique for determining relevance scores of process activities using graph-based neural networks	26
Modeling relationships between retail prices and consumer reviews: A machine discovery approach and comprehensive evaluations	26
Foot in both camps: How do activities on third-party online healthcare platforms affect doctors' demand on official online healthcare platforms?	25
Effects of enterprise social media use on employee improvisation ability through psychological conditions: The moderating role of enterprise social media policy	25
Impact of online physician service quality on patients' adoption behavior across different stages: An elaboration likelihood perspective	24
Visual analytics of set data for knowledge discovery and member selection support	24
Why some products compete and others don't: A competitive attribution model from customer perspective	24
Understand your shady neighborhood: An approach for detecting and investigating hacker communities	24

Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention	24
Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement	24
Selecting textual analysis tools to classify sustainability information in corporate reporting	23
Victim crisis communication strategy on digital media: A study of the COVID-19 pandemic	23
Product consumptions meet reviews: Inferring consumer preferences by an explainable machine learning approach	23
Multi-modal emotion expression and online charity crowdfunding success	23
Corrigendum: Manufacturer driven strategic coordination as a response to “showrooming”	23
Why do organizations leverage social media to create business value? An external factor-centric empirical investigation	23
CATCHM: A novel network-based credit card fraud detection method using node representation learning	22
Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering	22
An interpretable imbalance ensemble classification method for readmission risk assessment incorporating multi-view perturbation and SHAP analysis	22
“To share or not to share?” – A hybrid SEM-ANN-NCA study of the enablers and enhancers for mobile sharing economy	22
Exploring the motivations behind behavior: A theory-driven deep-learning framework for cyberviolence behavior detection	22
Incorporating FAT and privacy aware AI modeling approaches into business decision making frameworks	21
The value of data, machine learning, and deep learning in restaurant demand forecasting: Insights and lessons learned from a large restaurant chain	21
Exploring online consumer review-management response dynamics: A heuristic-systematic perspective	21
A project prioritization approach considering uncertainty, reliability, criteria prioritization, and robustness	21
It's not just about accuracy: An investigation of the human factors in users' reliance on anti-phishing tools	20
Improving fake news detection with domain-adversarial and graph-attention neural network	20
Editorial Board	20
Analyzing the online word of mouth dynamics: A novel approach	20
Authority and consensus in group decision making with fallible individuals	19
DeepSecure: A computational design science approach for interpretable threat hunting in cybersecurity decision making	19
Coordinated inauthentic behavior and information spreading on Twitter	19
Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction	19
Informational and emotional appeals of cover image in crowdfunding platforms and the moderating role of campaign outputs	19
Understanding consumer engagement in social media: The role of product lifecycle	19
Editorial Board	19
Freedom of speech or freedom of reach? Strategies for mitigating malicious content in social networks	18
Returning the “socio” to decision support research: Expanding beyond a purely technical mindset	18
A method framework for identifying digital resource clusters in software ecosystems	18
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes	18
IFC/Editorial Board	18
What happens when platforms disclose the purchase history associated with product reviews?	18
Editorial Board	17
Measuring employer attractiveness in diverse talent markets	17
IFC/Editorial Board	17
IFC/Editorial Board	17
Spreading the information in complex networks: Identifying a set of top-N influential nodes using network structure	17
Should firms pay for online brand communities: Using lead user theory in analyzing two contrasting cases	17
PNRank: Unsupervised ranking of person name entities from noisy OCR text	17
IFC/Editorial Board	16
Editorial Board	16
Can earnings conference calls tell more lies? A contrastive multimodal dialogue network for advanced financial statement fraud detection	16
Trust and deception with high stakes: Evidence from the friend or foe dataset	16
Improved learning performance for small datasets in high dimensions by new dual-net model for non-linear interpolation virtual sample generation	16
Blockchain as a trust machine: From disillusionment to enlightenment in the era of generative AI	16
Editorial Board	16
Improving intention to back projects with effective designs of progress presentation in crowdfunding campaign sites	16
Metaverse advertising and promotional effectiveness: The route from immersion to joy	16
Editorial Board	15
Is bigger better? A study of the effect of group size on collective intelligence in online groups	15
Effect of sponsorship disclosure on online consumer responses to positive reviews: The moderating role of emotional intensity and tie strength	15
Removing order effects from human-classified datasets: A machine learning method to improve decision making systems	15
The role of commitment in online reputation systems: An empirical study of express delivery promise in an E-commerce platform	15
Redefining profit metrics for boosting student retention in higher education	15
Decision aggregation with reliability propagation	15
The secret of voice: How acoustic characteristics affect video creators' performance on Bilibili	14
A multimodal analytics framework for product sales prediction with the reputation of anchors in live streaming e-commerce	14
A two-stage prediction model based on behavior mining in livestream e-commerce	14
Decision support tool to define the optimal pool testing strategy for SARS-CoV-2	14
Incentive hierarchies intensify competition for attention: A study of online reviews	14
The faster or richer the response, the better performance? An empirical analysis of online healthcare platforms from a competitive perspective	14
Time-varying effects of search engine advertising on sales–An empirical investigation in E-commerce	14
Novel role-wise attention mechanism for predicting purchases made through chat-based online customer services	14
Choice of pricing and marketing strategies in reward-based crowdfunding campaigns	14
Neighbor-aware review helpfulness prediction	14