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 2022-01-01 to 2026-01-01.)

Article	Citations
Finding HSP neighbors via an exact, hierarchical approach	221
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	202
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	130
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	91
GTT: Leveraging data characteristics for guiding the tensor train decomposition	74
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	67
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	66
AMW 2019 Special Issue	66
A generative and discriminative model for diversity-promoting recommendation	64
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	62
Formalising and animating multiple instances in BPMN collaborations	60
DOML: A new modeling approach to Infrastructure-as-Code	56
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	56
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	55
Editorial Board	49
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	49
Density based learned spatial index for clustered data	48
Editorial	47
Editorial Board	45
Editorial Board	45
Computation of alignments of business processes through relaxation labeling and local optimal search	41
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	39
Enabling schema-independent data retrieval queries in MongoDB	37
Enabling semantics-aware process mining through the automatic annotation of event logs	35
ADAPT: Fairness & diversity for sequential group recommendations	35

Reinforcement learning with time intervals for temporal knowledge graph reasoning	35
An interactive approach for group-based event log exploration	33
Inductive link prediction via global relational semantic learning	32
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	31
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	30
BINet: Multi-perspective business process anomaly classification	30
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	29
Multi-source data outlier detection based on secure multi-party computation	28
The rise of nonnegative matrix factorization: Algorithms and applications	28
On the discovery of seasonal gradual patterns through periodic patterns mining	27
A holistic approach for modeling and predicting bike demand	26
Editorial Board	26
Stochastic conformance checking based on variable-length Markov chains	24
Prescriptive process monitoring based on causal effect estimation	23
TREATS: Fairness-aware entity resolution over streaming data	23
Trajectory data management: A data model and predicate logic with operators for spatio-temporal query processing	23
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	23
Resource allocation in business process executions—A systematic literature study	22
Capturing end-to-end provenance for machine learning pipelines	22
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	22
Petri net-based object-centric processes with read-only data	22
Advances in databases and information systems — Selected papers from ADBIS 2023	22
Editorial Board	21
Detecting the adversarially-learned injection attacks via knowledge graphs	21
Efficient query evaluation techniques over large amount of distributed linked data	20
Editorial Board	20
Discovering hybrid process models with bounds on time and complexity	20
Editorial	20
Exploring data using patterns: A survey	20
Stochastic-aware precision and recall measures for conformance checking in process mining	19
Editorial Board	19
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	19
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Adaptive personalized recommender system using learning automata and items clustering	18
BPMN in healthcare: Challenges and best practices	18
FDM: Effective and efficient incident detection on sparse trajectory data	18
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	18
Enhancing business process simulation models with extraneous activity delays	18
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	17
Parameterization-free clustering with sparse data observers	17
Sampling and approximation techniques for efficient process conformance checking	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	17
An efficient approach for discovering Graph Entity Dependencies (GEDs)	17
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
Assessing and improving measurability of process performance indicators based on quality of logs	16
Transparent assessment of information quality of online reviews using formal argumentation theory	16
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	16
Back to the Order: Partial orders in streaming conformance checking	16
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15

Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
On the use of trajectory data for tackling data scarcity	15
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	15
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
Editorial Board	14
Temporal graph processing in modern memory hierarchies	14
ECG classification with learning ensemble based on symbolic discretization	14
An Alternating Optimization Scheme for Binary Sketches	14
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14
A statistical method for predicting quantitative variables in association rule mining	13
Unveiling the causes of waiting time in business processes from event logs	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
A framework for measuring the quality of business process simulation models	13
Generalized Ethereum Blockchain-based recommender system framework	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
A visual-semantic approach for building content-based recommender systems	12
Elastic scalable transaction processing in LeanXcale	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
Training-free sparse representations of dense vectors for scalable information retrieval	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
Editorial Board	12
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	12
Discovering partially ordered workflow models	12
A taxonomy and ontology for digital platforms	12
On the evaluation and optimization of LabeledPAM	12
Discovering data transfer routines from user interaction logs	11
The Open V2X Management Platform: An intelligent charging station management system	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Filtering with relational similarity	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Process model abstraction for rapid comprehension of complex business processes	11
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	11
Exploring computation offloading in IoT systems	11
Pattern on demand in transactional distributed databases	10
Reproducible experiments with Learned Metric Index Framework	10
Legal Information Retrieval systems: State-of-the-art and open issues	10
Blockchain technology for requirement traceability in systems engineering	10
Adaptive search query generation and refinement in systematic literature review	10
Computation over APT compressed data	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Quantifying and relating the completeness and diversity of process representations using species estimation	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Editorial Board	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10