Decision Support Systems

Article	Citations
A collaborative decision support system for multi-criteria automatic clustering	524
Decisions for information or information for decisions? Optimizing information gathering in decision-intensive processes	103
To disclose or not? The impact of prosocial behavior disclosure on the attainment of social capital on social networking sites	96
Session stitching using sequence fingerprinting for web page visits	83
Predicting financial distress using current reports: A novel deep learning method based on user-response-guided attention	75
How self-selection Bias in online reviews affects buyer satisfaction: A product type perspective	67
Pay-for-performance schemes and hospital HIT adoption	66
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms	64
Victim crisis communication strategy on digital media: A study of the COVID-19 pandemic	63
Understanding the effect of group emotions on consumer instant order cancellation behavior in livestreaming E-commerce: Empirical evidence from TikTok	62
Vulnerability disclosure mechanisms: A synthesis and framework for market-based and non-market-based disclosures	61
Social trust and algorithmic equity: The societal perspectives of users' intention to interact with algorithm recommendation systems	61
Investigating the beneficial impact of segmentation-based modelling for credit scoring	61
The role of visibility in supply chain resiliency: Applying the Nexus supplier index to unveil hidden critical suppliers in deep supply networks	60
Freedom of speech or freedom of reach? Strategies for mitigating malicious content in social networks	59
No evidence of attraction effect among recommended options: A large-scale field experiment on an online flight aggregator	59
DeepSecure: A computational design science approach for interpretable threat hunting in cybersecurity decision making	57
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes	57
Decision support through deep reinforcement learning for maximizing a courier's monetary gain in a meal delivery environment	57
Social Collaboration Analytics Framework: A framework for providing business intelligence on collaboration in the digital workplace	56
A decision support system using signals from social media and news to predict cryptocurrency prices	56
PNRank: Unsupervised ranking of person name entities from noisy OCR text	54
Editorial Board	53
Should firms pay for online brand communities: Using lead user theory in analyzing two contrasting cases	52
Editorial Board	52

High efficiency or easy troubleshooting? Human use of autonomous Mobile healthcare robots	47
It's not just about accuracy: An investigation of the human factors in users' reliance on anti-phishing tools	47
Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction	46
CATCHM: A novel network-based credit card fraud detection method using node representation learning	46
The secret of voice: How acoustic characteristics affect video creators' performance on Bilibili	45
Cognitive process-driven model design: A deep learning recommendation model with textual review and context	45
A project prioritization approach considering uncertainty, reliability, criteria prioritization, and robustness	44
IT impact on open innovation performance: Insights from a large-scale empirical investigation	44
Exploring investors' expectancies and its impact on project funding success likelihood in crowdfunding by using text analytics and Bayesian networks	43
Improving decision making in the management of hospital readmissions using modern survival analysis techniques	43
Complex business ecosystem intelligence using AI-powered visual analytics	42
What shall I learn? Two-stage decision making under social influence on corporate E-learning platforms	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
Developers' decision to navigate resource adversity in crowdfunded digital development projects	42
Multicategory choice modeling with sparse and high dimensional data: A Bayesian deep learning approach	41
Digitizing local search: An empirical analysis of mobile search behavior in offline shopping	40
Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance	40
Nonmonetary rewards of referral reward programs and recommendation intention: The role of reward–product congruity	38
Is decentralization sustainable in the bitcoin system?	38
ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning	37
Effect of data privacy and security investment on the value of big data firms	37
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations	36
Towards risk-aware artificial intelligence and machine learning systems: An overview	35
Which product description phrases affect sales forecasting? An explainable AI framework by integrating WaveNet neural network models with multiple regression	35
A collaborative filtering model incorporating media promotions and users' variety-seeking tendencies in the digital music market	34
Multi-criteria evaluation of health news stories	34
An adaptive simulation based decision support approach to respond risk propagation in new product development projects	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
Impact of content ideology on social media opinion polarization: The moderating role of functional affordances and symbolic expressions	33
IFC/Editorial Board	33
Heuristics and sensitivity analyses to guide replenishment decisions for red blood cells with random transfer	32
Competency or investment? The impact of NFT design features on product performance	31
IFC/Editorial Board	31
Can causal machine learning reveal individual bid responses of bank customers? — A study on mortgage loan applications in Belgium	31
Is seeing the same as doing? An evaluation of vicarious experiences in the metaverse	31
Uncovering the relationship between incidental emotion toward a disaster and stock market fluctuations: Evidence from the US market	31
Unraveling juxtaposed effects of biometric characteristics on user security behaviors: A controversial information technology perspective	30
Customer-initiated and firm-initiated online shopping visits under competition for attention: A conceptual model and empirical analysis	30
Selling myself: Anthropomorphic products in electronic commerce	30
Autoencoders for strategic decision support	29
Dynamic model selection in enterprise forecasting systems using sequence modeling	29
When machines trade on corporate disclosures: Using text analytics for investment strategies	29
Shopping trip recommendations: A novel deep learning-enhanced global planning approach	28
Assessing financial distress of SMEs through event propagation: An adaptive interpretable graph contrastive learning model	28
How product review voting is influenced by existing votes, consumer involvement, review valence, and review diagnosticity	28
Multiple objective metaheuristics for feature selection based on stakeholder requirements in credit scoring	28
An interactive decision support system for real-time ambulance relocation with priority guidelines	28
Responsible metaverse: Ethical metaverse principles for guiding decision-making and maintaining complex relationships for businesses in 3D virtual spaces	27
Responsible machine learning for United States Air Force pilot candidate selection	27

A hybrid framework using explainable AI (XAI) in cyber-risk management for defence and recovery against phishing attacks	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
Developing a decision support system to detect material weaknesses in internal control	26
Revisiting the effects of social networks on enterprise collaboration technology use: A fuzzy-set qualitative comparative analysis approach	25
Effective presentation of ontological overlap of multiple conceptual models	25
Social influence-based contrast language analysis framework for clinical decision support systems	25
Understanding physicians' noncompliance use of AI-aided diagnosis—A mixed-methods approach	25
Minimizing block incentive volatility through Verkle tree-based dynamic transaction storage	25
The different effects of hardware and software on production interdependence in manufacturing	25
Towards a thematic dimensional framework of online fraud: An exploration of fraudulent email attack tactics and intentions	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
Digital Twin: Generalization, characterization and implementation	24
Should a better-informed manufacturer hold pricing power for the direct channel: The role of consumer reviews	24
Digitalization of the natural sciences: Design science research and computational science	23
Impact of ridesharing platforms on hospitals' emergency department admissions	23
Predicting digital product performance with team composition features derived from a graph network	23
Explaining the model and feature dependencies by decomposition of the Shapley value	22
Uplift modeling and its implications for appointment date prediction in attended home delivery	22
Hybrid black-box classification for customer churn prediction with segmented interpretability analysis	22
HEX: Human-in-the-loop explainability via deep reinforcement learning	22
A simulation-based decision support tool for dynamic post-disaster pedestrian evacuation	21
FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning	21
A decision support framework to incorporate textual data for early student dropout prediction in higher education	21
Crowdsourced firm ratings and total factor productivity: An empirical examination	21
Data-driven decision-making in credit risk management: The information value of analyst reports	21
Know where to go: Make LLM a relevant, responsible, and trustworthy searchers	21
Data analytics and decision-making systems: Implications of the global outbreaks	21
IFC/Editorial Board	20
Why do organizations leverage social media to create business value? An external factor-centric empirical investigation	20
Modeling relationships between retail prices and consumer reviews: A machine discovery approach and comprehensive evaluations	20
Encoding resource experience for predictive process monitoring	20
The double-edged sword of delivery guarantee in E-commerce	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
Improving debt collection via contact center information: A predictive analytics framework	20
The role of ethical climates in employee information security policy violations	19
Optimal dynamic advertising policy considering consumer ad fatigue	19
A critical assessment of consumer reviews: A hybrid NLP-based methodology	19
Data misrepresentation detection for insurance underwriting fraud prevention	19
An interpretable imbalance ensemble classification method for readmission risk assessment incorporating multi-view perturbation and SHAP analysis	19
Decision support systems in crowdfunding: A fuzzy cognitive maps (FCM) approach	19
Assuring quality and waiting time in real-time spatial crowdsourcing	19
An explanation framework and method for AI-based text emotion analysis and visualisation	18
Editorial Board	18
Tell me a story! Narrative-driven XAI with Large Language Models	18
IFC/Editorial Board	18
Removing order effects from human-classified datasets: A machine learning method to improve decision making systems	18
Music intelligence: Granular data and prediction of top ten hit songs	18
A new approximate belief rule base expert system for complex system modelling	18
IFC/Editorial Board	18
“To share or not to share?” – A hybrid SEM-ANN-NCA study of the enablers and enhancers for mobile sharing economy	18
The strength of weak ties and fake news believability	17
Promotional pricing strategies for platform vendors: Competition between first- and third-party products	17
Developing a goal-driven data integration framework for effective data analytics	17
Flowing together or alone: Impact of collaboration in the metaverse	17
Authority and consensus in group decision making with fallible individuals	17
Incorporating evolutionary adaptions into the cognitive fit model for data visualization	17
Disclosure decisions and the moderating effects of privacy feedback and choice	17
The effect of review visibility and diagnosticity on review helpfulness – An accessibility-diagnosticity theory perspective	16
Editorial Board	16
Does the new entrant eat my pie or enlarge my pie? Market entry investigation in the online-to-offline on-demand context	16
AI-based industrial full-service offerings: A model for payment structure selection considering predictive power	16
More to tip, or tip more? Examining consumers' preservice tipping behavior in the on-demand supermarket delivery context	16
Investigating patients' adoption of online medical advice	16
The information content of financial statement fraud risk: An ensemble learning approach	16
An interface between natural language and abstract argumentation frameworks for real-time debate analysis	16
Metaverse adoption for competitive edge: The role of implementation capability & willingness to change	15
How do system and user characteristics, along with anthropomorphism, impact cognitive absorption of chatbots – Introducing SUCCAST through a mixed methods study	15
Emotional expressions of care and concern by customer service chatbots: Improved customer attitudes despite perceived inauthenticity	15
Looking forward through the rear-view mirror: A socio-technical imaginaries perspective for envisioning the Metaverse beyond the hype	15
Dynamic self-organizing feature map-based models applied to bankruptcy prediction	15
A method for the competitiveness estimation of the incremental new product through user-generated content	15
The impact of doctors' facial attractiveness on users' choices in online health communities: A stereotype content and social role perspective	15
Team formation in large organizations: A deep reinforcement learning approach	14
A decision support framework for integrated lane identification and long-term backhaul collaboration using spatial analytics and optimization	14
Editorial Board	14
Editorial Board	14

Weighted doubly robust learning: An uplift modeling technique for estimating mixed treatments' effect	14
To port or not to port? Availability of exclusivity in the digital service market	14
ESG-KIBERT: A new paradigm in ESG evaluation using NLP and industry-specific customization	14
Quantifying disease-interactions through co-occurrence matrices to predict early onset colorectal cancer	14
The causal effect of subscription video streaming on DVD sales: Evidence from a natural experiment	13
Enhanced (cyber) situational awareness: Using interpretable principal component analysis (iPCA) to automate vulnerability severity scoring	13
The effect of different types of comparative reviews on product sales	13
Mining voices from self-expressed messages on social-media: Diagnostics of mental distress during COVID-19	13
Search & Verify: Misinformation and source evaluations in Internet search results	12
What ails physician review websites? A study of information needs of patients	12
Navigating autonomy and control in human-AI delegation: User responses to technology- versus user-invoked task allocation	12
Understanding active participation of online dating services: A mixed methods study	12
A mixed heterogeneous factorization model for non-overlapping cross-domain recommendation	12
Brick-and-mortar retailer’s competitive strategy with consumer information under showrooming	12
Multimodal review helpfulness prediction with a multi-level cognitive reasoning mechanism: A theory-driven graph learning model	12
Reassessing taxonomy-based data clustering: Unveiling insights and guidelines for application	12
LSTM-ReGAT: A network-centric approach for cryptocurrency price trend prediction	12
Social capital, phone call activities and borrower default in mobile micro-lending	12
IFC/Editorial Board	12
Time-preference-based on-spot bundled cloud-service provisioning	12
Get your report a thumb-up: An empirical investigation on crowd testing	12
Aggregating user preferences in group recommender systems: A crowdsourcing approach	11
Improved healthcare disaster decision-making utilizing information extraction from complementary social media data during the COVID-19 pandemic	11
The evolution of organizations and stakeholders for metaverse ecosystems: Editorial for the special issue on metaverse part 1	11
Balancing the costs and benefits of resilience-based decision making	11
Prediction of initial coin offering success based on team knowledge and expert evaluation	11
Cyber threat detection: Unsupervised hunting of anomalous commands (UHAC)	11
Historical profile will tell? A deep learning-based multi-level embedding framework for adverse drug event detection and extraction	11
Enhancing healthcare decision support through explainable AI models for risk prediction	11
Detecting fake reviewers from the social context with a graph neural network method	11
IFC/Editorial Board	11
Generalized visible curvature: An indicator for bubble identification and price trend prediction in cryptocurrencies	11
A social selection mechanism for sports betting market	11
Bridging realities into organizations through innovation and productivity: Exploring the intersection of artificial intelligence, internet of things, and big data analytics in the metaverse environmen	11
On the platform but will they buy? Predicting customers' purchase behavior using deep learning	11
First-party content and market concentration on a B2B E-commerce platform – Theory and empirical evidence	11
Multiplex social influence in a freemium context: Evidence from online social games	11
Interpretable cost-sensitive regression through one-step boosting	11
Improving triaging from primary care into secondary care using heterogeneous data-driven hybrid machine learning	10
Security defense against long-term and stealthy cyberattacks	10
Understand your shady neighborhood: An approach for detecting and investigating hacker communities	10
A novel decision support system for optimizing aircraft maintenance check schedule and task allocation	10
How customized managerial responses influence subsequent consumer ratings: The language style matching perspective	10
Integrating direct and indirect views for group recommendation: An inter- and intra-view contrastive learning method	10
Growing pains and blessings: Manifestations and implications of equity crowdfunding industry maturation	10
Sourcing product innovation intelligence from online reviews	10
New algorithms for automatic modelling and forecasting of decision support systems	10
Simplicity in joy and detail in anger: Intertwining effect of cognitive and affective review disposition on review helpfulness	10
Visual analytics of set data for knowledge discovery and member selection support	10
A novel approach for fraudulent reviewer detection based on weighted topic modelling and nearest neighbors with asymmetric Kullback–Leibler divergence	10
Measuring employer attractiveness in diverse talent markets	9
Exploring online consumer review-management response dynamics: A heuristic-systematic perspective	9
Towards fair decision: A novel representation method for debiasing pre-trained models	9
IFC/Editorial Board	9
Capital shortfall: A multicriteria decision support system for the identification of weak banks	9
Can earnings conference calls tell more lies? A contrastive multimodal dialogue network for advanced financial statement fraud detection	9
Metaverse advertising and promotional effectiveness: The route from immersion to joy	9
Reconciling business intelligence, analytics and decision support systems: More data, deeper insight	9
Reliability estimation for individual predictions in machine learning systems: A model reliability-based approach	9
IFC/Editorial Board	9
Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement	9
Corrigendum: Manufacturer driven strategic coordination as a response to “showrooming”	9
Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering	9
Editorial Board	9
Time for a change! Uprooting users embedded in the status quo from habitual decision-making	9
The value of data, machine learning, and deep learning in restaurant demand forecasting: Insights and lessons learned from a large restaurant chain	9
A deep learning approach for detecting fake reviewers: Exploiting reviewing behavior and textual information	9
Improving intention to back projects with effective designs of progress presentation in crowdfunding campaign sites	9
How to elicit and cease herding behaviour? On the effectiveness of a warning message as a debiasing decision support system	9
Avatars and organizational knowledge sharing	9
Incentive hierarchies intensify competition for attention: A study of online reviews	9
Tun-OCM: A model-driven approach to support database tuning decision making	9
Fit into work! From formalizing governance of gig platform ecosystems to helping gig workers craft their platform work	9
How technical features of virtual live shopping platforms affect purchase intention: Based on the theory of interactive media effects	9
Enhancing return forecasting using LSTM with agent-based synthetic data	9
To be honest or positive? The effect of Airbnb host description on consumer behavior	8
IFC/Editorial Board	8
Improving answer quality using image-text coherence on social Q&A sites	8
Shedding light on blind spots – Developing a reference architecture to leverage video data for process mining	8
Job satisfaction and employee turnover determinants in Fortune 50 companies: Insights from employee reviews from Indeed.com	8
Bayesian non-parametric method for decision support: Forecasting online product sales	8
Big arena, small potatoes: A mixed-methods investigation of atmospheric cues in live-streaming e-commerce	8
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering	8
Applied machine learning for a zero defect tolerance system in the automated assembly of pharmaceutical devices	8
Exploring the impact of free live-streamed medical consultation on patient engagement and patient satisfaction in the multistage online consultation process: A quasi-experimental design	8
Effort as investment in healthcare dialogue-based agents: On the role of means-goal configurations	8
How does escapism foster game experience and game use?	8
How credibility assessment technologies affect decision fairness in evidence-based investigations: A Bayesian perspective	7
IFC/Editorial Board	7
Is ambiguity always adverse? Empirical evidence from the wireless emergency alerts during the pandemic	7
“Why do you find similar reviews helpful?”: Psychological mechanisms of the effect of linguistic style matching on review helpfulness	7
Is personally identifiable information really more valuable? Evidence from consumers' willingness-to-accept valuation of their privacy information	7
Do President Trump's tweets affect financial markets?	7
IFC/Editorial Board	7
Decisions on train rescheduling and locomotive assignment during the COVID-19 outbreak: A case of the Beijing-Tianjin intercity railway	7