OOIR: Observatory of International Research

Papers

(The TQCC of Information Systems is 9. 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 2022-08-01 to 2026-08-01.)

Article	Citations
GTT: Leveraging data characteristics for guiding the tensor train decomposition	268
DOML: A new modeling approach to Infrastructure-as-Code	172
Reflection on community-diversified influence maximization in social networks	122
Finding HSP neighbors via an exact, hierarchical approach	84
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	83
KAVA-PM: Knowledge-assisted visual process mining	77
A generative and discriminative model for diversity-promoting recommendation	66
Assessing reproducibility in screenshot-based task mining: A decision discovery perspective	61
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	57
The effects of database normalization on decision support system performance	47
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	46
Validating temporal compliance patterns: A unified approach with	43
Reinforcement learning with time intervals for temporal knowledge graph reasoning	41
Enabling schema-independent data retrieval queries in MongoDB	41
Density based learned spatial index for clustered data	40
Editorial Board	36
Editorial Board	35
Editorial	34
Editorial Board	34
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	33
Editorial Board	31
An interactive approach for group-based event log exploration	30
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	30
ADAPT: Fairness & diversity for sequential group recommendations	27
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	27

GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	26
Implementing a declarative query language for high level machine learning application design	26
The rise of nonnegative matrix factorization: Algorithms and applications	26
Resource allocation in business process executions—A systematic literature study	26
Enabling semantics-aware process mining through the automatic annotation of event logs	26
Inductive link prediction via global relational semantic learning	26
Prescriptive process monitoring based on causal effect estimation	25
Editorial Board	24
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	23
A holistic approach for modeling and predicting bike demand	22
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	22
On the discovery of seasonal gradual patterns through periodic patterns mining	21
Multi-source data outlier detection based on secure multi-party computation	21
TREATS: Fairness-aware entity resolution over streaming data	20
Detecting the adversarially-learned injection attacks via knowledge graphs	20
Stochastic conformance checking based on variable-length Markov chains	20
A framework for steady-state detection in process mining	20
Trajectory data management: A data model and predicate logic with operators for spatio-temporal query processing	20
Advances in databases and information systems — Selected papers from ADBIS 2023	20
Editorial	19
Editorial Board	19
Discovering hybrid process models with bounds on time and complexity	19
Exploring data using patterns: A survey	19
Editorial Board	19
Editorial Board	19
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Parameterization-free clustering with sparse data observers	18
An efficient approach for discovering Graph Entity Dependencies (GEDs)	18
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
A comprehensive scalable framework for cloud-native pattern detection with enhanced expressiveness	17
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	17
Efficient query evaluation techniques over large amount of distributed linked data	17
Stochastic-aware precision and recall measures for conformance checking in process mining	17
Enhancing business process simulation models with extraneous activity delays	16
Capturing end-to-end provenance for machine learning pipelines	16
On the use of trajectory data for tackling data scarcity	16
Influence maximization based on discrete particle swarm optimization on multilayer network	16
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	16
FDM: Effective and efficient incident detection on sparse trajectory data	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
An Alternating Optimization Scheme for Binary Sketches	16
Estimating the compressibility of raster data	15
Nine years later: Reflecting on our article	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
Editorial Board	15
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	15
Transparent assessment of information quality of online reviews using formal argumentation theory	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
Back to the Order: Partial orders in streaming conformance checking	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14

Special issue: BPM 2020 Selected Papers in Foundations and Engineering	14
Diffusion-based minority augmentation and confidence-calibrated tabular learning for imbalanced rare-event classification	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
ECG classification with learning ensemble based on symbolic discretization	13
A statistical method for predicting quantitative variables in association rule mining	13
Editorial Board	13
Enhancing urban data exploration: Layer Toggling and Visibility-Preserving Lenses for multi-attribute spatial analysis	12
A framework for measuring the quality of business process simulation models	12
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	12
A visual-semantic approach for building content-based recommender systems	12
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	12
Unveiling the causes of waiting time in business processes from event logs	12
Generalized Ethereum Blockchain-based recommender system framework	12
Temporal graph processing in modern memory hierarchies	12
Elastic scalable transaction processing in LeanXcale	11
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
On the evaluation and optimization of LabeledPAM	11
Training-free sparse representations of dense vectors for scalable information retrieval	11
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data	11
All that glitters is not gold: Four maturity stages of process discovery algorithms	11
Computation over APT compressed data	10
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Discovering partially ordered workflow models	10
Finding meaningful paths in heterogeneous graphs with PathWays	10
Reproducible experiments with Learned Metric Index Framework	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
GPT-5 and open-weight large language models: Advances in reasoning, transparency, and control	10
Dynamic group recommender methodology: Leveraging temporal trust and confidence graphs	10
A taxonomy and ontology for digital platforms	10
SaaMS: The synopses-as-a-microservice paradigm for scalable adaptive streaming analytics across the cloud to edge continuum	10
Agentic Business Process Management: A research manifesto	10
Reflection on the convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Retrospective Special Issue: Information Systems 50th anniversary	10
Editorial Board	10
CIC-YNU-IoTMal: A comprehensive multilayer dataset for static and dynamic analysis of IoT malware behavior	10
Example-driven semantic-similarity-aware query intent discovery: Empowering users to cross the SQL barrier through query by example	9
Quantifying and relating the completeness and diversity of process representations using species estimation	9
Filtering with relational similarity	9
Privacy-preserving record linkage using reference set based encoding: A single parameter method	9
The Open V2X Management Platform: An intelligent charging station management system	9
Adaptive search query generation and refinement in systematic literature review	9