Ralph Bergmann

4.2k total citations
129 papers, 1.6k citations indexed

About

Ralph Bergmann is a scholar working on Artificial Intelligence, Management Information Systems and Information Systems. According to data from OpenAlex, Ralph Bergmann has authored 129 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 67 papers in Artificial Intelligence, 47 papers in Management Information Systems and 28 papers in Information Systems. Recurrent topics in Ralph Bergmann's work include Semantic Web and Ontologies (49 papers), Business Process Modeling and Analysis (44 papers) and AI-based Problem Solving and Planning (30 papers). Ralph Bergmann is often cited by papers focused on Semantic Web and Ontologies (49 papers), Business Process Modeling and Analysis (44 papers) and AI-based Problem Solving and Planning (30 papers). Ralph Bergmann collaborates with scholars based in Germany, Austria and Hungary. Ralph Bergmann's co-authors include W. Hofmann, Bahman Asgharian, Wolfgang Wilke, Yolanda Gil, Sean Breen, Stefan Weß, Enric Plaza, Michel Manago, Janet L. Kolodner and Mirjam Minor and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the Association for Information Systems and Knowledge-Based Systems.

In The Last Decade

Ralph Bergmann

111 papers receiving 1.4k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ralph Bergmann Germany	21	663	345	291	257	199	129	1.6k
Benny Raphael India	25	220 0.3×	44 0.1×	195 0.7×	45 0.2×	54 0.3×	101	1.7k
Amgad Muneer Malaysia	21	395 0.6×	233 0.7×	25 0.1×	99 0.4×	7 0.0×	66	1.4k
Axel Hahn Germany	16	143 0.2×	87 0.3×	20 0.1×	60 0.2×	26 0.1×	125	1.0k
Ivan Izonin Ukraine	20	405 0.6×	162 0.5×	16 0.1×	171 0.7×	8 0.0×	116	1.4k
Qin Wang China	19	325 0.5×	483 1.4×	10 0.0×	57 0.2×	60 0.3×	135	1.5k
Abid Khan Pakistan	26	846 1.3×	884 2.6×	9 0.0×	36 0.1×	118 0.6×	139	2.3k
Der‐Chiang Li Taiwan	27	900 1.4×	135 0.4×	13 0.0×	65 0.3×	11 0.1×	122	2.5k
Ishaani Priyadarshini United States	23	513 0.8×	281 0.8×	8 0.0×	25 0.1×	41 0.2×	59	1.5k
Ashish Kr. Luhach Papua New Guinea	22	325 0.5×	386 1.1×	22 0.1×	29 0.1×	14 0.1×	95	1.4k
B. Eswara Reddy India	17	407 0.6×	158 0.5×	13 0.0×	29 0.1×	14 0.1×	128	1.4k

Countries citing papers authored by Ralph Bergmann

Since Specialization

Citations

This map shows the geographic impact of Ralph Bergmann's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ralph Bergmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ralph Bergmann more than expected).

Fields of papers citing papers by Ralph Bergmann

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ralph Bergmann. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ralph Bergmann. The network helps show where Ralph Bergmann may publish in the future.

Co-authorship network of co-authors of Ralph Bergmann

This figure shows the co-authorship network connecting the top 25 collaborators of Ralph Bergmann. A scholar is included among the top collaborators of Ralph Bergmann based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ralph Bergmann. Ralph Bergmann is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Malburg, Lukas, et al.. (2025). Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance. Engineering Applications of Artificial Intelligence. 145. 110152–110152. 3 indexed citations

Malburg, Lukas, et al.. (2024). Towards Flexible Control of Production Processes: A Requirements Analysis for Adaptive Workflow Management and Evaluation of Suitable Process Modeling Languages. Processes. 12(12). 2714–2714.

Bergmann, Ralph, et al.. (2023). Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning. SHILAP Revista de lepidopterología. 36.

Bergmann, Ralph, et al.. (2023). Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning. SHILAP Revista de lepidopterología. 36.

Malburg, Lukas, et al.. (2023). Applying MAPE-K control loops for adaptive workflow management in smart factories. Journal of Intelligent Information Systems. 61(1). 83–111. 24 indexed citations

Mangler, Juergen, et al.. (2023). DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. Future Internet. 15(3). 109–109. 7 indexed citations

Bergmann, Ralph, et al.. (2020). The ReCAP Project. Datenbank-Spektrum. 20(2). 93–98. 2 indexed citations

Malburg, Lukas, et al.. (2019). FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.. 253–264. 11 indexed citations

Bergmann, Ralph, et al.. (2019). ProCAKE: A Process-Oriented Case-Based Reasoning Framework.. 156–161. 2 indexed citations

10.

Bergmann, Ralph, et al.. (2019). ODD-BP - an Ontology- and Data-Driven Business Process Model.. 310–321. 2 indexed citations

11.

Bergmann, Ralph, et al.. (2019). Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines.. The Florida AI Research Society. 329–334. 2 indexed citations

12.

Bergmann, Ralph, et al.. (2017). Adaptive Business Process Visualization for a Data and Constraint-Based Workflow Approach.. 188. 1 indexed citations

13.

Bergmann, Ralph, et al.. (2016). SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management.. 43–50. 1 indexed citations

14.

Bergmann, Ralph, et al.. (2009). Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases. The Florida AI Research Society.

15.

Minor, Mirjam, et al.. (2008). XML-based Representation of Agile Workflows.. Multikonferenz Wirtschaftsinformatik. 5 indexed citations

16.

Bergmann, Ralph, et al.. (2008). Proceedings of the 6th German conference on Multiagent System Technologies. 1 indexed citations

17.

Bergmann, Ralph, et al.. (2007). Mobile Knowledge Management Support in Fire Service Organisations.. WIRTSCHAFTSINFORMATIK. 557–574. 2 indexed citations

18.

Asgharian, Bahman, W. Hofmann, & Ralph Bergmann. (2001). Particle Deposition in a Multiple-Path Model of the Human Lung. Aerosol Science and Technology. 34(4). 332–339. 309 indexed citations

19.

Althoff, Klaus‐Dieter, Ralph Bergmann, & L. Karl Branting. (1999). Case-based reasoning research and development : Third International Conference on Case-Based Reasoning, ICCBR-99, Seeon Monastery, Germany, July 27-30, 1999 : proceedings. DIAL (Catholic University of Leuven). 7 indexed citations

20.

Bergmann, Ralph & Wolfgang Wilke. (1998). Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning. Publication Server of Kaiserslautern University of Technology (Kaiserslautern University of Technology). 53–57. 27 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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