OOIR: Observatory of International Research

Papers

(The TQCC of Information Systems is 10. 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 2022-06-01 to 2026-06-01.)

Article	Citations
GTT: Leveraging data characteristics for guiding the tensor train decomposition	244
Reflection on community-diversified influence maximization in social networks	239
A generative and discriminative model for diversity-promoting recommendation	126
Finding HSP neighbors via an exact, hierarchical approach	107
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	98
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	75
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	73
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	72
The effects of database normalization on decision support system performance	68
KAVA-PM: Knowledge-assisted visual process mining	59
DOML: A new modeling approach to Infrastructure-as-Code	58
Validating temporal compliance patterns: A unified approach with	52
Reinforcement learning with time intervals for temporal knowledge graph reasoning	45
Enabling schema-independent data retrieval queries in MongoDB	44
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	39
Density based learned spatial index for clustered data	38
Editorial Board	36
Editorial Board	35
Editorial Board	35
Enabling semantics-aware process mining through the automatic annotation of event logs	34
Editorial	34
Inductive link prediction via global relational semantic learning	33
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	33
ADAPT: Fairness & diversity for sequential group recommendations	32
An interactive approach for group-based event log exploration	28

Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	26
The rise of nonnegative matrix factorization: Algorithms and applications	25
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	25
Editorial Board	25
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	24
Stochastic conformance checking based on variable-length Markov chains	24
Implementing a declarative query language for high level machine learning application design	24
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	24
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	24
A holistic approach for modeling and predicting bike demand	24
Editorial Board	24
TREATS: Fairness-aware entity resolution over streaming data	23
Multi-source data outlier detection based on secure multi-party computation	23
On the discovery of seasonal gradual patterns through periodic patterns mining	21
Trajectory data management: A data model and predicate logic with operators for spatio-temporal query processing	21
Prescriptive process monitoring based on causal effect estimation	21
Advances in databases and information systems — Selected papers from ADBIS 2023	20
Resource allocation in business process executions—A systematic literature study	20
Detecting the adversarially-learned injection attacks via knowledge graphs	19
Editorial	18
Editorial Board	18
Parameterization-free clustering with sparse data observers	18
Discovering hybrid process models with bounds on time and complexity	18
Editorial Board	18
Editorial Board	18
Exploring data using patterns: A survey	18
An efficient approach for discovering Graph Entity Dependencies (GEDs)	18
Efficient query evaluation techniques over large amount of distributed linked data	17
BPMN in healthcare: Challenges and best practices	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
FDM: Effective and efficient incident detection on sparse trajectory data	17
Petri net-based object-centric processes with read-only data	17
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	17
Enhancing business process simulation models with extraneous activity delays	16
Influence maximization based on discrete particle swarm optimization on multilayer network	16
Capturing end-to-end provenance for machine learning pipelines	16
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	16
Stochastic-aware precision and recall measures for conformance checking in process mining	16
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	16
Back to the Order: Partial orders in streaming conformance checking	15
An Alternating Optimization Scheme for Binary Sketches	15
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	15
On the use of trajectory data for tackling data scarcity	15
Generalized Ethereum Blockchain-based recommender system framework	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	14
Transparent assessment of information quality of online reviews using formal argumentation theory	14
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14

Nine years later: Reflecting on our article	14
Estimating the compressibility of raster data	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
Unveiling the causes of waiting time in business processes from event logs	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	13
Editorial Board	13
ECG classification with learning ensemble based on symbolic discretization	13
A visual-semantic approach for building content-based recommender systems	12
A statistical method for predicting quantitative variables in association rule mining	12
Training-free sparse representations of dense vectors for scalable information retrieval	12
Temporal graph processing in modern memory hierarchies	12
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data	12
A framework for measuring the quality of business process simulation models	12
All that glitters is not gold: Four maturity stages of process discovery algorithms	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
A taxonomy and ontology for digital platforms	11
SaaMS: The synopses-as-a-microservice paradigm for scalable adaptive streaming analytics across the cloud to edge continuum	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
On the evaluation and optimization of LabeledPAM	11
Editorial Board	11
Dynamic group recommender methodology: Leveraging temporal trust and confidence graphs	11
Elastic scalable transaction processing in LeanXcale	11
Discovering partially ordered workflow models	11
Discovering data transfer routines from user interaction logs	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Reproducible experiments with Learned Metric Index Framework	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Exploring computation offloading in IoT systems	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
GPT-5 and open-weight large language models: Advances in reasoning, transparency, and control	10
EPL: The event processing language for streaming data	10
Computation over APT compressed data	10