Decision Support Systems

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.)
ArticleCitations
Investigating the beneficial impact of segmentation-based modelling for credit scoring450
Create the best first glance: The cross-cultural effect of image background on purchase intention121
A critical assessment of consumer reviews: A hybrid NLP-based methodology90
How does mobile device usage influence review helpfulness through consumer evaluation? Evidence from TripAdvisor68
An explanation framework and method for AI-based text emotion analysis and visualisation66
Relative effects of the different bundles of web-design features on intentions to purchase experience products online66
A meta-path, attention-based deep learning method to support hepatitis carcinoma predictions for improved cirrhosis patient management65
A hybrid decision support system for adaptive trading strategies: Combining a rule-based expert system with a deep reinforcement learning strategy65
The double-edged sword of delivery guarantee in E-commerce57
A model of two-zoned network for platform competition56
Facial expression-enhanced recommendation for virtual fitting rooms56
Pay-for-performance schemes and hospital HIT adoption56
Data analytics and decision-making systems: Implications of the global outbreaks56
Towards explainable artificial intelligence through expert-augmented supervised feature selection54
Data misrepresentation detection for insurance underwriting fraud prevention54
Impact of the COVID-19 pandemic on the stock market and investor online word of mouth53
The role of visibility in supply chain resiliency: Applying the Nexus supplier index to unveil hidden critical suppliers in deep supply networks52
Avatars and organizational knowledge sharing51
A collaborative decision support system for multi-criteria automatic clustering50
A functional Hidden Markov Model to incorporate dynamics into Bayesian optimal stopping problems: Helping physicians manage traumatic brain injuries50
IFC/Editorial Board48
Vulnerability disclosure mechanisms: A synthesis and framework for market-based and non-market-based disclosures48
Can bots help create knowledge? The effects of bot intervention in open collaboration47
IFC/Editorial Board45
Capital shortfall: A multicriteria decision support system for the identification of weak banks43
IFC/Editorial Board43
Methodology for refining subject terms and supporting subject indexing with taxonomy: A case study of the APO digital repository43
IFC/Editorial Board42
IFC/Editorial Board41
IFC/Editorial Board41
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums40
To alert or alleviate? A natural experiment on the effect of anti-phishing laws on corporate IT and security investments40
Determining the optimal release time of movies: A study of movie and market characteristics39
Model-contrastive explanations through symbolic reasoning39
Effects of the most useful offline-online and online-offline channel integration services for consumers38
Session context data integration to address the cold start problem in e-commerce recommender systems36
Optimal dynamic advertising policy considering consumer ad fatigue35
How to elicit and cease herding behaviour? On the effectiveness of a warning message as a debiasing decision support system34
Bridging information systems and marketing: Charting collaborative pathways34
Decisions for information or information for decisions? Optimizing information gathering in decision-intensive processes34
Session stitching using sequence fingerprinting for web page visits34
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms34
Decision support systems in crowdfunding: A fuzzy cognitive maps (FCM) approach34
A new approximate belief rule base expert system for complex system modelling32
You jump, I jump? Herding behavior in blockchain application platforms32
Meme-affordance tourism: The power of imitation and self-presentation32
Modeling the co-diffusion of competing memes in online social networks32
How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective31
Demystifying analytical information processing capability: The case of cybersecurity incident response31
Play it safe or leave the comfort zone? Optimal content strategies for social media influencers on streaming video platforms31
Live streaming channel recommendation based on viewers' interaction behavior: A hypergraph approach31
Understanding the interplay between online reviews and growth of independent and branded hotels30
Understanding users' trust transfer mechanism in a blockchain-enabled platform: A mixed methods study30
Crowdfunding from friends: Tie strength and embeddedness29
Understanding the effect of group emotions on consumer instant order cancellation behavior in livestreaming E-commerce: Empirical evidence from TikTok28
Online installment payments and price guarantees under randomized pricing28
A prescriptive analytics framework for efficient E-commerce order delivery28
Encoding resource experience for predictive process monitoring28
Understanding user misrepresentation behavior on social apps: The perspective of privacy calculus theory28
Mining product competitiveness by fusing multisource online information28
Assuring quality and waiting time in real-time spatial crowdsourcing28
Strategic team design for sustainable effectiveness: A data-driven analytical perspective and its implications27
How transparency affects algorithmic advice utilization: The mediating roles of trusting beliefs27
Towards fair decision: A novel representation method for debiasing pre-trained models27
Social trust and algorithmic equity: The societal perspectives of users' intention to interact with algorithm recommendation systems27
Improving debt collection via contact center information: A predictive analytics framework27
The role of ethical climates in employee information security policy violations26
A technique for determining relevance scores of process activities using graph-based neural networks26
Modeling relationships between retail prices and consumer reviews: A machine discovery approach and comprehensive evaluations26
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 policy25
Impact of online physician service quality on patients' adoption behavior across different stages: An elaboration likelihood perspective24
Visual analytics of set data for knowledge discovery and member selection support24
Why some products compete and others don't: A competitive attribution model from customer perspective24
Understand your shady neighborhood: An approach for detecting and investigating hacker communities24
Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention24
Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement24
Selecting textual analysis tools to classify sustainability information in corporate reporting23
Victim crisis communication strategy on digital media: A study of the COVID-19 pandemic23
Product consumptions meet reviews: Inferring consumer preferences by an explainable machine learning approach23
Multi-modal emotion expression and online charity crowdfunding success23
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 investigation23
CATCHM: A novel network-based credit card fraud detection method using node representation learning22
Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering22
An interpretable imbalance ensemble classification method for readmission risk assessment incorporating multi-view perturbation and SHAP analysis22
“To share or not to share?” – A hybrid SEM-ANN-NCA study of the enablers and enhancers for mobile sharing economy22
Exploring the motivations behind behavior: A theory-driven deep-learning framework for cyberviolence behavior detection22
Incorporating FAT and privacy aware AI modeling approaches into business decision making frameworks21
The value of data, machine learning, and deep learning in restaurant demand forecasting: Insights and lessons learned from a large restaurant chain21
Exploring online consumer review-management response dynamics: A heuristic-systematic perspective21
A project prioritization approach considering uncertainty, reliability, criteria prioritization, and robustness21
It's not just about accuracy: An investigation of the human factors in users' reliance on anti-phishing tools20
Improving fake news detection with domain-adversarial and graph-attention neural network20
Editorial Board20
Analyzing the online word of mouth dynamics: A novel approach20
Authority and consensus in group decision making with fallible individuals19
DeepSecure: A computational design science approach for interpretable threat hunting in cybersecurity decision making19
Coordinated inauthentic behavior and information spreading on Twitter19
Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction19
Informational and emotional appeals of cover image in crowdfunding platforms and the moderating role of campaign outputs19
Understanding consumer engagement in social media: The role of product lifecycle19
Editorial Board19
Freedom of speech or freedom of reach? Strategies for mitigating malicious content in social networks18
Returning the “socio” to decision support research: Expanding beyond a purely technical mindset18
A method framework for identifying digital resource clusters in software ecosystems18
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes18
IFC/Editorial Board18
What happens when platforms disclose the purchase history associated with product reviews?18
Editorial Board17
Measuring employer attractiveness in diverse talent markets17
IFC/Editorial Board17
IFC/Editorial Board17
Spreading the information in complex networks: Identifying a set of top-N influential nodes using network structure17
Should firms pay for online brand communities: Using lead user theory in analyzing two contrasting cases17
PNRank: Unsupervised ranking of person name entities from noisy OCR text17
IFC/Editorial Board16
Editorial Board16
Can earnings conference calls tell more lies? A contrastive multimodal dialogue network for advanced financial statement fraud detection16
Trust and deception with high stakes: Evidence from the friend or foe dataset16
Improved learning performance for small datasets in high dimensions by new dual-net model for non-linear interpolation virtual sample generation16
Blockchain as a trust machine: From disillusionment to enlightenment in the era of generative AI16
Editorial Board16
Improving intention to back projects with effective designs of progress presentation in crowdfunding campaign sites16
Metaverse advertising and promotional effectiveness: The route from immersion to joy16
Editorial Board15
Is bigger better? A study of the effect of group size on collective intelligence in online groups15
Effect of sponsorship disclosure on online consumer responses to positive reviews: The moderating role of emotional intensity and tie strength15
Removing order effects from human-classified datasets: A machine learning method to improve decision making systems15
The role of commitment in online reputation systems: An empirical study of express delivery promise in an E-commerce platform15
Redefining profit metrics for boosting student retention in higher education15
Decision aggregation with reliability propagation15
The secret of voice: How acoustic characteristics affect video creators' performance on Bilibili14
A multimodal analytics framework for product sales prediction with the reputation of anchors in live streaming e-commerce14
A two-stage prediction model based on behavior mining in livestream e-commerce14
Decision support tool to define the optimal pool testing strategy for SARS-CoV-214
Incentive hierarchies intensify competition for attention: A study of online reviews14
The faster or richer the response, the better performance? An empirical analysis of online healthcare platforms from a competitive perspective14
Time-varying effects of search engine advertising on sales–An empirical investigation in E-commerce14
Novel role-wise attention mechanism for predicting purchases made through chat-based online customer services14
Choice of pricing and marketing strategies in reward-based crowdfunding campaigns14
Neighbor-aware review helpfulness prediction14
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