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 2021-09-01 to 2025-09-01.)

Article	Citations
A generative and discriminative model for diversity-promoting recommendation	198
AMW 2019 Special Issue	159
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	139
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	113
GTT: Leveraging data characteristics for guiding the tensor train decomposition	84
DOML: A new modeling approach to Infrastructure-as-Code	66
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	64
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	56
Finding HSP neighbors via an exact, hierarchical approach	55
Formalising and animating multiple instances in BPMN collaborations	53
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	51
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	50
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	49
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	49
Editorial Board	45
Keyword search over schema-less RDF datasets by SPARQL query compilation	45
Enabling semantics-aware process mining through the automatic annotation of event logs	44
Enabling schema-independent data retrieval queries in MongoDB	44
Inductive link prediction via global relational semantic learning	42
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	41
Reinforcement learning with time intervals for temporal knowledge graph reasoning	41
BINet: Multi-perspective business process anomaly classification	35
Editorial	34
Editorial Board	33
Computation of alignments of business processes through relaxation labeling and local optimal search	33

ADAPT: Fairness & diversity for sequential group recommendations	32
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	32
The rise of nonnegative matrix factorization: Algorithms and applications	30
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	30
Query filtering using two-dimensional local embeddings	29
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	28
Detecting trend deviations with generic stream processing patterns	28
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	28
Editorial Board	27
RCELF: A residual-based approach for Influence Maximization Problem	27
TREATS: Fairness-aware entity resolution over streaming data	26
A holistic approach for modeling and predicting bike demand	26
The role of local dimensionality measures in benchmarking nearest neighbor search	26
On the discovery of seasonal gradual patterns through periodic patterns mining	26
Resource allocation in business process executions—A systematic literature study	25
Prescriptive process monitoring based on causal effect estimation	25
Stochastic conformance checking based on variable-length Markov chains	24
Editorial Board	23
Editorial Board	23
Editorial Board	23
Model-based trace variant analysis of event logs	22
Editorial	22
An efficient approach for discovering Graph Entity Dependencies (GEDs)	21
Advances in databases and information systems — Selected papers from ADBIS 2023	21
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	21
FDM: Effective and efficient incident detection on sparse trajectory data	20
Discovering hybrid process models with bounds on time and complexity	20
Detecting the adversarially-learned injection attacks via knowledge graphs	20
Efficient query evaluation techniques over large amount of distributed linked data	19
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	19
Enhancing business process simulation models with extraneous activity delays	18
Parameterization-free clustering with sparse data observers	18
Capturing end-to-end provenance for machine learning pipelines	18
Stochastic-aware precision and recall measures for conformance checking in process mining	18
Editorial Board	18
Adaptive personalized recommender system using learning automata and items clustering	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
Petri net-based object-centric processes with read-only data	17
Exploring data using patterns: A survey	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
BPMN in healthcare: Challenges and best practices	17
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	17
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	17
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	16
Transparent assessment of information quality of online reviews using formal argumentation theory	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
Advancing EHR analysis: Predictive medication modeling using LLMs	16
Sampling and approximation techniques for efficient process conformance checking	16
On the use of trajectory data for tackling data scarcity	16
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15

A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	15
An Alternating Optimization Scheme for Binary Sketches	15
Assessing and improving measurability of process performance indicators based on quality of logs	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
Back to the Order: Partial orders in streaming conformance checking	15
Temporal graph processing in modern memory hierarchies	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
A statistical method for predicting quantitative variables in association rule mining	14
ECG classification with learning ensemble based on symbolic discretization	14
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
Editorial Board	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	14
A framework for measuring the quality of business process simulation models	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Fast and eager k-medoids clustering: 13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
Generalized Ethereum Blockchain-based recommender system framework	13
A visual-semantic approach for building content-based recommender systems	13
Elastic scalable transaction processing in LeanXcale	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
Discovering partially ordered workflow models	12
Unveiling the causes of waiting time in business processes from event logs	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
A taxonomy and ontology for digital platforms	12
Training-free sparse representations of dense vectors for scalable information retrieval	12
Stochastic process mining: Earth movers’ stochastic conformance	12
Process model abstraction for rapid comprehension of complex business processes	11
Discovering data transfer routines from user interaction logs	11
Exploring computation offloading in IoT systems	11
Editorial Board	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Filtering with relational similarity	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
Pattern on demand in transactional distributed databases	10
Editorial Board	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
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Reproducible experiments with Learned Metric Index Framework	10
The Open V2X Management Platform: An intelligent charging station management system	10
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	10
Computation over APT compressed data	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Adaptive search query generation and refinement in systematic literature review	10