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 2020-04-01 to 2024-04-01.)

Article	Citations
Digital Twin: Generalization, characterization and implementation	253
Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection	216
Fake online reviews: Literature review, synthesis, and directions for future research	172
Fraud detection: A systematic literature review of graph-based anomaly detection approaches	160
Employees recruitment: A prescriptive analytics approach via machine learning and mathematical programming	101
Bayesian neural networks for flight trajectory prediction and safety assessment	88
Promoting or attenuating? An eye-tracking study on the role of social cues in e-commerce livestreaming	83
A note on big data analytics capability development in supply chain	78
Deep learning for detecting financial statement fraud	75
Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory	70
Transparency and accountability in AI decision support: Explaining and visualizing convolutional neural networks for text information	67
An empirical investigation of online review helpfulness: A big data perspective	65
How do agribusinesses thrive through complexity? The pivotal role of e-commerce capability and business agility	65
Automated discovery of business process simulation models from event logs	64
An integrated decision analysis methodology based on IF-DEMATEL and IF-ELECTRE for personnel selection	56
Predicting student dropout in subscription-based online learning environments: The beneficial impact of the logit leaf model	56
Conversational Recommender Systems and natural language:	54
A text analytics framework for understanding the relationships among host self-description, trust perception and purchase behavior on Airbnb	53
Data engineering for fraud detection	52
Effectiveness of privacy assurance mechanisms in users' privacy protection on social networking sites from the perspective of protection motivation theory	52
Continuous content contribution in virtual community: The role of status-standing on motivational mechanisms	48
Uplift Modeling for preventing student dropout in higher education	48
Analytics with digital-twinning: A decision support system for maintaining a resilient port	47
Social media-driven customer engagement and movie performance: Theory and empirical evidence	47
S-commerce: Influence of Facebook likes on purchases and recommendations on a linked e-commerce site	46

A group decision-making approach for exploring trends in the development of the healthcare industry in Taiwan	46
On the platform but will they buy? Predicting customers' purchase behavior using deep learning	46
How guest-host interactions affect consumer experiences in the sharing economy: New evidence from a configurational analysis based on consumer reviews	45
Big arena, small potatoes: A mixed-methods investigation of atmospheric cues in live-streaming e-commerce	44
From conflicts and confusion to doubts: Examining review inconsistency for fake review detection	44
Mental models and expectation violations in conversational AI interactions	43
Quality-informed semi-automated event log generation for process mining	43
A new emergency decision support system: the automatic interpretation and contextualisation of events to model a crisis situation in real-time	42
A decision support framework for home health care transportation with simultaneous multi-vehicle routing and staff scheduling synchronization	40
Examining the role of emotion in online consumer reviews of various attributes in the surprise box shopping model	39
A new approximate belief rule base expert system for complex system modelling	39
What are customers commenting on, and how is their satisfaction affected? Examining online reviews in the on-demand food service context	38
Reconciling business intelligence, analytics and decision support systems: More data, deeper insight	37
Emphasizing the entrepreneur or the idea? The impact of text content emphasis on investment decisions in crowdfunding	37
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models	37
Creating the best first impression: Designing online product photos to increase sales	36
Effects of the most useful offline-online and online-offline channel integration services for consumers	35
Combining review-based collaborative filtering and matrix factorization: A solution to rating's sparsity problem	35
Improving fake news detection with domain-adversarial and graph-attention neural network	35
Perceived usefulness: A silver bullet to assure user data availability for online recommendation systems	34
Evaluating the credit risk of SMEs using legal judgments	34
Social influence tactics in e-commerce onboarding: The role of social proof and reciprocity in affecting user registrations	34
Understanding consumer engagement in social media: The role of product lifecycle	34
Automated dynamic approach for detecting ransomware using finite-state machine	33
Forecasting demand profiles of new products	33
Deterioration control decision support for perishable inventory management	33
Bitcoin price forecasting: A perspective of underlying blockchain transactions	33
Understanding users' trust transfer mechanism in a blockchain-enabled platform: A mixed methods study	33
Antisocial online behavior detection using deep learning	32
Recognition of human activities for wellness management using a smartphone and a smartwatch: A boosting approach	32
How learning effects influence knowledge contribution in online Q&A community? A social cognitive perspective	32
Elaboration likelihood model, endogenous quality indicators, and online review helpfulness	32
A dynamic simulation approach to support the evaluation of cyber risks and security investments in SMEs	31
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering	31
A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain	31
Examining the determinants of the count of customer reviews in peer-to-peer home-sharing platforms using clustering and count regression techniques	31
A novel decision support system for optimizing aircraft maintenance check schedule and task allocation	30
More than a feeling: Investigating the contagious effect of facial emotional expressions on investment decisions in reward-based crowdfunding	29
Listening to online reviews: A mixed-methods investigation of customer experience in the sharing economy	29
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	28
CATCHM: A novel network-based credit card fraud detection method using node representation learning	28
Exploring the effects of psychological ownership, gaming motivations, and primary/secondary control on online game addiction	28
Geo-semantic-parsing: AI-powered geoparsing by traversing semantic knowledge graphs	28
The effect of interactive analytical dashboard features on situation awareness and task performance	28
Revealed preference in online reviews: Purchase verification in the tablet market	28
A dynamic shipment matching problem in hinterland synchromodal transportation	27
An examination of the effect of recent phishing encounters on phishing susceptibility	26
A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums	26
Manufacturer driven strategic coordination as a response to “showrooming”	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

Customer models for artificial intelligence-based decision support in fashion online retail supply chains	25
Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering	25
A generic framework for sentiment analysis: Leveraging opinion-bearing data to inform decision making	25
Demystifying analytical information processing capability: The case of cybersecurity incident response	25
Interpretable data science for decision making	25
From predictive to prescriptive analytics: A data-driven multi-item newsvendor model	25
Bringing transparency and trustworthiness to loot boxes with blockchain and smart contracts	24
The impact of hierarchical privilege levels and non-hierarchical incentives on continued contribution in online Q&A communities: A motivational model of gamification goals	24
Process data properties matter: Introducing gated convolutional neural networks (GCNN) and key-value-predict attention networks (KVP) for next event prediction with deep learning	24
Job satisfaction and employee turnover determinants in Fortune 50 companies: Insights from employee reviews from Indeed.com	24
A personalized paper recommendation method considering diverse user preferences	23
Pricing and advertising for reward-based crowdfunding products in E-commerce	23
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach	23
Disconfirmation effect on online review credibility: An experimental analysis	23
A novel approach for fraudulent reviewer detection based on weighted topic modelling and nearest neighbors with asymmetric Kullback–Leibler divergence	23
Customer-centric prioritization of process improvement projects	23
Financial distress prediction using integrated Z-score and multilayer perceptron neural networks	22
Why do organizations leverage social media to create business value? An external factor-centric empirical investigation	22
Bayesian Stackelberg games for cyber-security decision support	22
IoT-based location and quality decision-making in emerging shared parking facilities with competition	22
Exploring recommendations for circular supply chain management through interactive visualisation	22
Is user-generated content always helpful? The effects of online forum browsing on consumers' travel purchase decisions	22
Spline-rule ensemble classifiers with structured sparsity regularization for interpretable customer churn modeling	21
mHealth App recommendation based on the prediction of suitable behavior change techniques	21
Improving healthcare access management by predicting patient no-show behaviour	20
Towards risk-aware artificial intelligence and machine learning systems: An overview	20
The power of emotions in online decision making: A study of seller reputation using fMRI	20
S2SAN: A sentence-to-sentence attention network for sentiment analysis of online reviews	20
A probabilistic Bayesian inference model to investigate injury severity in automobile crashes	20
Making green power purchase agreements more predictable and reliable for companies	20
Mining product competitiveness by fusing multisource online information	20
Dynamic self-organizing feature map-based models applied to bankruptcy prediction	19
A deep learning approach for detecting fake reviewers: Exploiting reviewing behavior and textual information	19
Impact of online gamers' conscientiousness on team function engagement and loyalty	19
Establishing a frame of reference for measuring disaster resilience	19
A novel probabilistic graphic model to detect product defects from social media data	19
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations	19
Neighbor-aware review helpfulness prediction	19
Recommendation systems and convergence of online reviews: The type of product network matters!	19
Analytics capabilities and organizational competitiveness: Unveiling the impact of management control systems and environmental uncertainty	18
IT-business alignment, big data analytics capability, and strategic decision-making: Moderating roles of event criticality and disruption of COVID-19	18
Sourcing product innovation intelligence from online reviews	18
Stratifying no-show patients into multiple risk groups via a holistic data analytics-based framework	18
Impact of IT governance process capability on business performance: Theory and empirical evidence	17
Platform entry and homing as competitive strategies under cross-sided network effects	17
Is optimal recommendation the best? A laboratory investigation under the newsvendor problem	17
Can digital consumption boost physical consumption? The effect of online music streaming on record sales	17
Critical risk considerations in auto-ID security: Barcode vs. RFID	17
A prescriptive analytics framework for efficient E-commerce order delivery	17
Developing a decision support system to detect material weaknesses in internal control	16
Secure attribute-based search in RFID-based inventory control systems	16
A competing risks model based on latent Dirichlet Allocation for predicting churn reasons	16
A simulation-based risk interdependency network model for project risk assessment	16
Do President Trump's tweets affect financial markets?	16
Which voice are you satisfied with? Understanding the physician–patient voice interactions on online health platforms	16
Link prediction in heterogeneous information networks: An improved deep graph convolution approach	16
Walking on air or hopping mad? Understanding the impact of emotions, sentiments and reactions on ratings in online customer reviews of mobile apps	15
The importance of online reviews depends on when they are presented	15
Music intelligence: Granular data and prediction of top ten hit songs	15
Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement	15
Encoding resource experience for predictive process monitoring	15
The value of firm engagement: How do ratings benefit from managerial responses?	15
Online media coverage, consumer engagement and movie sales: A PVAR approach	15
Spreading the information in complex networks: Identifying a set of top-N influential nodes using network structure	15
Redefining profit metrics for boosting student retention in higher education	15
Understanding the interplay between online reviews and growth of independent and branded hotels	15
Measuring the sustainability and resilience of blood supply chains	15
Understanding the impacts of user- and marketer- generated content on free digital content consumption	15
A two-stage machine learning framework to predict heart transplantation survival probabilities over time with a monotonic probability constraint	15
Promotional pricing strategies for platform vendors: Competition between first- and third-party products	15
Optimizing microtask assignment on crowdsourcing platforms using Markov chain Monte Carlo	15