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 2021-05-01 to 2025-05-01.)

Article	Citations
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	174
AMW 2019 Special Issue	122
A generative and discriminative model for diversity-promoting recommendation	122
GTT: Leveraging data characteristics for guiding the tensor train decomposition	103
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	77
DOML: A new modeling approach to Infrastructure-as-Code	61
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	56
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	54
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	52
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	50
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	46
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	45
Formalising and animating multiple instances in BPMN collaborations	42
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	42
Editorial Board	40
Inductive link prediction via global relational semantic learning	38
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	38
Keyword search over schema-less RDF datasets by SPARQL query compilation	37
Computation of alignments of business processes through relaxation labeling and local optimal search	37
Enabling schema-independent data retrieval queries in MongoDB	37
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	32
Reinforcement learning with time intervals for temporal knowledge graph reasoning	32
Editorial	30
Query filtering using two-dimensional local embeddings	29
Editorial Board	28

Enabling semantics-aware process mining through the automatic annotation of event logs	28
The rise of nonnegative matrix factorization: Algorithms and applications	27
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	27
Detecting trend deviations with generic stream processing patterns	26
BINet: Multi-perspective business process anomaly classification	26
Prescriptive process monitoring based on causal effect estimation	26
A holistic approach for modeling and predicting bike demand	25
RCELF: A residual-based approach for Influence Maximization Problem	24
The role of local dimensionality measures in benchmarking nearest neighbor search	24
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	24
TREATS: Fairness-aware entity resolution over streaming data	24
Editorial Board	23
On the discovery of seasonal gradual patterns through periodic patterns mining	23
Editorial Board	23
Efficient query evaluation techniques over large amount of distributed linked data	22
Editorial Board	21
An efficient approach for discovering Graph Entity Dependencies (GEDs)	21
Editorial	20
Discovering hybrid process models with bounds on time and complexity	20
GoFast: Graph-based optimization for efficient and scalable query evaluation	20
Editorial Board	20
Empowering conformance checking using Big Data through horizontal decomposition	19
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	19
FDM: Effective and efficient incident detection on sparse trajectory data	19
Model-based trace variant analysis of event logs	19
Detecting the adversarially-learned injection attacks via knowledge graphs	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	17
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	17
Stochastic-aware precision and recall measures for conformance checking in process mining	17
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	16
Adaptive personalized recommender system using learning automata and items clustering	16
Enhancing business process simulation models with extraneous activity delays	16
Exploring data using patterns: A survey	16
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	16
Petri net-based object-centric processes with read-only data	16
BPMN in healthcare: Challenges and best practices	16
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	15
Assessing and improving measurability of process performance indicators based on quality of logs	15
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
Speed prediction in large and dynamic traffic sensor networks	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
Editorial Board	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
On the use of trajectory data for tackling data scarcity	14
Temporal graph processing in modern memory hierarchies	14
Transparent assessment of information quality of online reviews using formal argumentation theory	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Sampling and approximation techniques for efficient process conformance checking	14

Cracking in-memory database index: A case study for Adaptive Radix Tree index	13
Generalized Ethereum Blockchain-based recommender system framework	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
A visual-semantic approach for building content-based recommender systems	13
ECG classification with learning ensemble based on symbolic discretization	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
A framework for measuring the quality of business process simulation models	13
A statistical method for predicting quantitative variables in association rule mining	12
Fast and eager k-medoids clustering: 12
Process model abstraction for rapid comprehension of complex business processes	11
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
Stochastic process mining: Earth movers’ stochastic conformance	11
Exploring computation offloading in IoT systems	11
Elastic scalable transaction processing in LeanXcale	11
A taxonomy and ontology for digital platforms	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
An efficient hybrid query recommendation using shingling and hashing techniques	11
Discovering partially ordered workflow models	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Discovering data transfer routines from user interaction logs	10
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Editorial Board	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Finding meaningful paths in heterogeneous graphs with PathWays	10
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
Adaptive search query generation and refinement in systematic literature review	9
The Open V2X Management Platform: An intelligent charging station management system	9
Editorial Board	9
Enhancing transparency in public procurement: A data-driven analytics approach	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
Reproducible experiments with Learned Metric Index Framework	9
Computation over APT compressed data	9
Measuring the interestingness of temporal logic behavioral specifications in process mining	9
Legal Information Retrieval systems: State-of-the-art and open issues	9
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	9
Filtering with relational similarity	9
Pattern on demand in transactional distributed databases	9
Quantifying and relating the completeness and diversity of process representations using species estimation	9