OOIR: Observatory of International Research

Papers

(The H4-Index of Information Systems is 27. 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
A generative and discriminative model for diversity-promoting recommendation	122
AMW 2019 Special Issue	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
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	42
Formalising and animating multiple instances in BPMN collaborations	42
Editorial Board	40
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	38
Inductive link prediction via global relational semantic learning	38
Enabling schema-independent data retrieval queries in MongoDB	37
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
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 convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	27
The rise of nonnegative matrix factorization: Algorithms and applications	27