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 2020-09-01 to 2024-09-01.)

Article	Citations
Digital Twin: Generalization, characterization and implementation	331
Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection	244
Promoting or attenuating? An eye-tracking study on the role of social cues in e-commerce livestreaming	104
Deep learning for detecting financial statement fraud	101
A note on big data analytics capability development in supply chain	91
Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory	77
An empirical investigation of online review helpfulness: A big data perspective	77
Data engineering for fraud detection	65
On the platform but will they buy? Predicting customers' purchase behavior using deep learning	65
An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection	63
Big arena, small potatoes: A mixed-methods investigation of atmospheric cues in live-streaming e-commerce	63
How guest-host interactions affect consumer experiences in the sharing economy: New evidence from a configurational analysis based on consumer reviews	56
From conflicts and confusion to doubts: Examining review inconsistency for fake review detection	56
Social media-driven customer engagement and movie performance: Theory and empirical evidence	55
Mental models and expectation violations in conversational AI interactions	55
Analytics with digital-twinning: A decision support system for maintaining a resilient port	54
S-commerce: Influence of Facebook likes on purchases and recommendations on a linked e-commerce site	54
A group decision-making approach for exploring trends in the development of the healthcare industry in Taiwan	54
Reconciling business intelligence, analytics and decision support systems: More data, deeper insight	50
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models	49
A decision support framework for home health care transportation with simultaneous multi-vehicle routing and staff scheduling synchronization	47
Improving fake news detection with domain-adversarial and graph-attention neural network	47
A new approximate belief rule base expert system for complex system modelling	46
What are customers commenting on, and how is their satisfaction affected? Examining online reviews in the on-demand food service context	46
Bitcoin price forecasting: A perspective of underlying blockchain transactions	44

Examining the role of emotion in online consumer reviews of various attributes in the surprise box shopping model	43
Understanding users' trust transfer mechanism in a blockchain-enabled platform: A mixed methods study	43
Elaboration likelihood model, endogenous quality indicators, and online review helpfulness	43
Understanding consumer engagement in social media: The role of product lifecycle	43
Emphasizing the entrepreneur or the idea? The impact of text content emphasis on investment decisions in crowdfunding	42
Effects of the most useful offline-online and online-offline channel integration services for consumers	42
Listening to online reviews: A mixed-methods investigation of customer experience in the sharing economy	41
CATCHM: A novel network-based credit card fraud detection method using node representation learning	41
A dynamic simulation approach to support the evaluation of cyber risks and security investments in SMEs	41
Combining review-based collaborative filtering and matrix factorization: A solution to rating's sparsity problem	41
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering	41
Forecasting demand profiles of new products	40
Impact of information timeliness and richness on public engagement on social media during COVID-19 pandemic: An empirical investigation based on NLP and machine learning	39
Customer models for artificial intelligence-based decision support in fashion online retail supply chains	39
How learning effects influence knowledge contribution in online Q&A community? A social cognitive perspective	39
Perceived usefulness: A silver bullet to assure user data availability for online recommendation systems	38
Automated dynamic approach for detecting ransomware using finite-state machine	38
Evaluating the credit risk of SMEs using legal judgments	37
A novel decision support system for optimizing aircraft maintenance check schedule and task allocation	37
Financial distress prediction using integrated Z-score and multilayer perceptron neural networks	37
Recognition of human activities for wellness management using a smartphone and a smartwatch: A boosting approach	36
Exploring the effects of psychological ownership, gaming motivations, and primary/secondary control on online game addiction	35
A novel approach for fraudulent reviewer detection based on weighted topic modelling and nearest neighbors with asymmetric Kullback–Leibler divergence	34
Job satisfaction and employee turnover determinants in Fortune 50 companies: Insights from employee reviews from Indeed.com	34
A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain	34
Antisocial online behavior detection using deep learning	33
The impact of hierarchical privilege levels and non-hierarchical incentives on continued contribution in online Q&A communities: A motivational model of gamification goals	32
Interpretable data science for decision making	32
Analytics capabilities and organizational competitiveness: Unveiling the impact of management control systems and environmental uncertainty	32
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums	31
Bringing transparency and trustworthiness to loot boxes with blockchain and smart contracts	31
From predictive to prescriptive analytics: A data-driven multi-item newsvendor model	30
Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering	30
Towards risk-aware artificial intelligence and machine learning systems: An overview	30
Is user-generated content always helpful? The effects of online forum browsing on consumers' travel purchase decisions	29
Geo-semantic-parsing: AI-powered geoparsing by traversing semantic knowledge graphs	29
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach	29
A deep learning approach for detecting fake reviewers: Exploiting reviewing behavior and textual information	28
Demystifying analytical information processing capability: The case of cybersecurity incident response	28
IT-business alignment, big data analytics capability, and strategic decision-making: Moderating roles of event criticality and disruption of COVID-19	27
Establishing a frame of reference for measuring disaster resilience	27
Process data properties matter: Introducing gated convolutional neural networks (GCNN) and key-value-predict attention networks (KVP) for next event prediction with deep learning	27
Making green power purchase agreements more predictable and reliable for companies	27
Bayesian Stackelberg games for cyber-security decision support	27
Why do organizations leverage social media to create business value? An external factor-centric empirical investigation	27
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations	27
Spline-rule ensemble classifiers with structured sparsity regularization for interpretable customer churn modeling	26
Missing care: A framework to address the issue of frequent missing values;The case of a clinical decision support system for Parkinson's disease	26
Exploring recommendations for circular supply chain management through interactive visualisation	26
Sourcing product innovation intelligence from online reviews	26

Mining product competitiveness by fusing multisource online information	26
LSTM-ReGAT: A network-centric approach for cryptocurrency price trend prediction	25
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes	25
Impact of IT governance process capability on business performance: Theory and empirical evidence	25
A personalized paper recommendation method considering diverse user preferences	25
A novel probabilistic graphic model to detect product defects from social media data	25
Improving healthcare access management by predicting patient no-show behaviour	25
Disconfirmation effect on online review credibility: An experimental analysis	25
Data-driven decision-making in credit risk management: The information value of analyst reports	24
How to improve user engagement and retention in mobile payment: A gamification affordance perspective	24
S2SAN: A sentence-to-sentence attention network for sentiment analysis of online reviews	24
Understanding the impacts of user- and marketer- generated content on free digital content consumption	24
Walking on air or hopping mad? Understanding the impact of emotions, sentiments and reactions on ratings in online customer reviews of mobile apps	23
An explanatory machine learning framework for studying pandemics: The case of COVID-19 emergency department readmissions	23
Recommendation systems and convergence of online reviews: The type of product network matters!	23
Dynamic self-organizing feature map-based models applied to bankruptcy prediction	22
Impact of online gamers' conscientiousness on team function engagement and loyalty	22
A prescriptive analytics framework for efficient E-commerce order delivery	22
Measuring the sustainability and resilience of blood supply chains	22
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms	22
A simulation-based risk interdependency network model for project risk assessment	22
Prediction of hotel booking cancellations: Integration of machine learning and probability model based on interpretable feature interaction	21
Neighbor-aware review helpfulness prediction	21
An ensemble model for link prediction based on graph embedding	21
A competing risks model based on latent Dirichlet Allocation for predicting churn reasons	21
Encoding resource experience for predictive process monitoring	21
Do President Trump's tweets affect financial markets?	21
Incorporating FAT and privacy aware AI modeling approaches into business decision making frameworks	21
Impact of different platform promotions on online sales and conversion rate: The role of business model and product line length	20
Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement	20
The value of firm engagement: How do ratings benefit from managerial responses?	20
Developing a decision support system to detect material weaknesses in internal control	20
Link prediction in heterogeneous information networks: An improved deep graph convolution approach	20
A critical assessment of consumer reviews: A hybrid NLP-based methodology	20
Measuring project resilience – Learning from the past to enhance decision making in the face of disruption	19
Music intelligence: Granular data and prediction of top ten hit songs	19
Multi-modal emotion expression and online charity crowdfunding success	19
Effect of sponsorship disclosure on online consumer responses to positive reviews: The moderating role of emotional intensity and tie strength	19
Platform entry and homing as competitive strategies under cross-sided network effects	19
A two-stage machine learning framework to predict heart transplantation survival probabilities over time with a monotonic probability constraint	19
Promotional pricing strategies for platform vendors: Competition between first- and third-party products	19
ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning	18
Applied machine learning for a zero defect tolerance system in the automated assembly of pharmaceutical devices	18
Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach	18
Critical risk considerations in auto-ID security: Barcode vs. RFID	18
Enhancing brand love, customer engagement, brand experience, and repurchase intention: Focusing on the role of gamification in mobile apps	17
Optimizing microtask assignment on crowdsourcing platforms using Markov chain Monte Carlo	17
Which feedback matters? The role of expressions and valence in continuous high-quality knowledge contribution in the online Q&A community	17
Coordinated inauthentic behavior and information spreading on Twitter	17
Understanding the interplay between online reviews and growth of independent and branded hotels	17
A project prioritization approach considering uncertainty, reliability, criteria prioritization, and robustness	17
Spreading the information in complex networks: Identifying a set of top-N influential nodes using network structure	17
For whom does a game update? Players' status-contingent gameplay on online games before and after an update	16
Redefining profit metrics for boosting student retention in higher education	16
The effects of bidder factors on online bidding strategies: A motivation-opportunity-ability (MOA) model	16
Authority and consensus in group decision making with fallible individuals	16
Applying data driven decision making to rank vocational and educational training programs with TOPSIS	16
A cross-domain recommender system through information transfer for medical diagnosis	16
Box office sales and social media: A cross-platform comparison of predictive ability and mechanisms	16
Proper and improper uses of MCDA methods in energy systems analysis	15
Predicting employee absenteeism for cost effective interventions	15
Shedding light on blind spots – Developing a reference architecture to leverage video data for process mining	15
Minimizing the data quality problem of information systems: A process-based method	15
Power of information transparency: How online reviews change the effect of agglomeration density on firm revenue	15
Would you please like my tweet?! An artificially intelligent, generative probabilistic, and econometric based system design for popularity-driven tweet content generation	15