Information Systems

Papers
(The H4-Index of Information Systems is 28. 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 2022-05-01 to 2026-05-01.)
ArticleCitations
Finding HSP neighbors via an exact, hierarchical approach236
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network235
DOML: A new modeling approach to Infrastructure-as-Code116
GTT: Leveraging data characteristics for guiding the tensor train decomposition103
The effects of database normalization on decision support system performance96
KAVA-PM: Knowledge-assisted visual process mining72
A generative and discriminative model for diversity-promoting recommendation72
Reflection on community-diversified influence maximization in social networks72
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring70
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density62
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data59
Validating temporal compliance patterns: A unified approach with 58
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis57
Reinforcement learning with time intervals for temporal knowledge graph reasoning50
The rise of nonnegative matrix factorization: Algorithms and applications44
Enabling schema-independent data retrieval queries in MongoDB43
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering37
Density based learned spatial index for clustered data36
Editorial Board35
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks34
Editorial Board33
Editorial Board33
Enabling semantics-aware process mining through the automatic annotation of event logs32
Editorial32
Inductive link prediction via global relational semantic learning31
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach29
ADAPT: Fairness & diversity for sequential group recommendations29
An interactive approach for group-based event log exploration29
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