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 2021-11-01 to 2025-11-01.)

Article	Citations
Finding HSP neighbors via an exact, hierarchical approach	211
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	181
Formalising and animating multiple instances in BPMN collaborations	146
DOML: A new modeling approach to Infrastructure-as-Code	121
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	89
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	66
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	61
GTT: Leveraging data characteristics for guiding the tensor train decomposition	61
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	60
AMW 2019 Special Issue	58
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	55
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	54
A generative and discriminative model for diversity-promoting recommendation	53
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	52
KAVA-PM: Knowledge-assisted visual process mining	51
Inductive link prediction via global relational semantic learning	47
ADAPT: Fairness & diversity for sequential group recommendations	46
An interactive approach for group-based event log exploration	45
Editorial Board	45
Editorial Board	44
Keyword search over schema-less RDF datasets by SPARQL query compilation	40
Computation of alignments of business processes through relaxation labeling and local optimal search	39
Editorial Board	36
Query filtering using two-dimensional local embeddings	36
Editorial	35

A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	35
Enabling semantics-aware process mining through the automatic annotation of event logs	35
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	33
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	32
The rise of nonnegative matrix factorization: Algorithms and applications	32
BINet: Multi-perspective business process anomaly classification	32
Enabling schema-independent data retrieval queries in MongoDB	30
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	29
Reinforcement learning with time intervals for temporal knowledge graph reasoning	29
Stochastic conformance checking based on variable-length Markov chains	28
Resource allocation in business process executions—A systematic literature study	28
On the discovery of seasonal gradual patterns through periodic patterns mining	28
Editorial Board	27
TREATS: Fairness-aware entity resolution over streaming data	27
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	27
The role of local dimensionality measures in benchmarking nearest neighbor search	26
RCELF: A residual-based approach for Influence Maximization Problem	26
A holistic approach for modeling and predicting bike demand	25
Detecting trend deviations with generic stream processing patterns	24
Prescriptive process monitoring based on causal effect estimation	23
Advances in databases and information systems — Selected papers from ADBIS 2023	23
Stochastic-aware precision and recall measures for conformance checking in process mining	22
FDM: Effective and efficient incident detection on sparse trajectory data	22
Petri net-based object-centric processes with read-only data	22
An efficient approach for discovering Graph Entity Dependencies (GEDs)	22
Editorial Board	21
Detecting the adversarially-learned injection attacks via knowledge graphs	21
Model-based trace variant analysis of event logs	21
Editorial Board	21
Adaptive personalized recommender system using learning automata and items clustering	20
Exploring data using patterns: A survey	20
Editorial Board	20
Efficient query evaluation techniques over large amount of distributed linked data	19
Editorial Board	19
Discovering hybrid process models with bounds on time and complexity	19
Editorial	19
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	18
Capturing end-to-end provenance for machine learning pipelines	18
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	18
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Influence maximization based on discrete particle swarm optimization on multilayer network	18
Parameterization-free clustering with sparse data observers	17
On the use of trajectory data for tackling data scarcity	17
BPMN in healthcare: Challenges and best practices	17
Sampling and approximation techniques for efficient process conformance checking	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	17
An Alternating Optimization Scheme for Binary Sketches	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
Back to the Order: Partial orders in streaming conformance checking	16
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	16
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	16
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	15
Advancing EHR analysis: Predictive medication modeling using LLMs	15
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	14
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	14
Temporal graph processing in modern memory hierarchies	14
A statistical method for predicting quantitative variables in association rule mining	14
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Unveiling the causes of waiting time in business processes from event logs	13
A visual-semantic approach for building content-based recommender systems	13
A framework for measuring the quality of business process simulation models	13
Discovering partially ordered workflow models	13
ECG classification with learning ensemble based on symbolic discretization	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Fast and eager k-medoids clustering: 13
Editorial Board	13
Generalized Ethereum Blockchain-based recommender system framework	13
Training-free sparse representations of dense vectors for scalable information retrieval	13
Editorial Board	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
Stochastic process mining: Earth movers’ stochastic conformance	12
Elastic scalable transaction processing in LeanXcale	12
Finding meaningful paths in heterogeneous graphs with PathWays	12
A taxonomy and ontology for digital platforms	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Process model abstraction for rapid comprehension of complex business processes	11
The Open V2X Management Platform: An intelligent charging station management system	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Filtering with relational similarity	11
Exploring computation offloading in IoT systems	11
Discovering data transfer routines from user interaction logs	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	11
Bayesian label distribution propagation: A semi-supervised probabilistic k	10
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	10
Reproducible experiments with Learned Metric Index Framework	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Editorial Board	10
Editorial Board	10
Blockchain technology for requirement traceability in systems engineering	10
Legal Information Retrieval systems: State-of-the-art and open issues	10
Pattern on demand in transactional distributed databases	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Adaptive search query generation and refinement in systematic literature review	10
An interpretable deep fusion framework for event log repair	10
Adaptive sliding window normalization	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
Computation over APT compressed data	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10