Jochen Hartmann

3.0k total citations · 5 hit papers
34 papers, 1.5k citations indexed

About

Jochen Hartmann is a scholar working on Artificial Intelligence, Sociology and Political Science and Information Systems. According to data from OpenAlex, Jochen Hartmann has authored 34 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 11 papers in Sociology and Political Science and 9 papers in Information Systems. Recurrent topics in Jochen Hartmann's work include Sentiment Analysis and Opinion Mining (7 papers), Digital Marketing and Social Media (7 papers) and Advanced Software Engineering Methodologies (7 papers). Jochen Hartmann is often cited by papers focused on Sentiment Analysis and Opinion Mining (7 papers), Digital Marketing and Social Media (7 papers) and Advanced Software Engineering Methodologies (7 papers). Jochen Hartmann collaborates with scholars based in Germany, United States and United Kingdom. Jochen Hartmann's co-authors include Mark Heitmann, Christina Schamp, Stefan Feuerriegel, Christian Janiesch, Patrick Zschech, D. Robson, Oded Netzer, Christian Hildebrand, Anouk Bergner and Shihong Huang and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Journal of Marketing Research and Journal of Business Research.

In The Last Decade

Jochen Hartmann

33 papers receiving 1.4k citations

Hit Papers

Generative AI 2018 2026 2020 2023 2023 2018 2022 2024 2025 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Generative AI
    2023 444 citations Stefan Feuerriegel, Jochen Hartmann et al. Business & Information Systems Engineering profile →
  2. Comparing automated text classification methods
    2018 272 citations Jochen Hartmann, Christina Schamp et al. International Journal of Research in Marketing profile →
  3. More than a Feeling: Accuracy and Application of Sentiment Analysis
    2022 158 citations Jochen Hartmann, Mark Heitmann et al. International Journal of Research in Marketing profile →
  4. Sentiment Analysis in the Age of Generative AI
    2024 72 citations Jochen Hartmann et al. Econstor (Econstor) profile →
  5. Using natural language processing to analyse text data in behavioural science
    2025 27 citations Stefan Feuerriegel, Jochen Hartmann et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Jochen Hartmann Germany 15 635 382 285 193 156 34 1.5k
Raian Ali United Kingdom 26 611 1.0× 869 2.3× 748 2.6× 64 0.3× 109 0.7× 189 2.5k
Mihaela Vorvoreanu United States 15 554 0.9× 275 0.7× 233 0.8× 60 0.3× 13 0.1× 47 1.7k
Ig Ibert Bittencourt Brazil 24 721 1.1× 298 0.8× 650 2.3× 18 0.1× 41 0.3× 193 2.3k
Muhammad Shoaib Farooq Pakistan 18 247 0.4× 214 0.6× 289 1.0× 233 1.2× 19 0.1× 83 1.7k
Lydia B. Chilton United States 23 1.1k 1.7× 209 0.5× 503 1.8× 36 0.2× 27 0.2× 76 2.5k
Rachel Bellamy United States 24 734 1.2× 187 0.5× 756 2.7× 20 0.1× 189 1.2× 82 2.1k
Pär J. Ågerfalk Sweden 28 401 0.6× 620 1.6× 1.4k 4.9× 126 0.7× 126 0.8× 118 2.8k
Norita Ahmad United Arab Emirates 20 238 0.4× 649 1.7× 173 0.6× 248 1.3× 21 0.1× 59 1.5k
Margaret Hamilton Australia 25 236 0.4× 160 0.4× 442 1.6× 28 0.1× 123 0.8× 159 2.0k
Muneera Bano Australia 20 251 0.4× 130 0.3× 712 2.5× 23 0.1× 65 0.4× 64 1.3k

Countries citing papers authored by Jochen Hartmann

Since Specialization
Citations

This map shows the geographic impact of Jochen Hartmann'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 Jochen Hartmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jochen Hartmann more than expected).

Fields of papers citing papers by Jochen Hartmann

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jochen Hartmann. 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 Jochen Hartmann. The network helps show where Jochen Hartmann may publish in the future.

Co-authorship network of co-authors of Jochen Hartmann

This figure shows the co-authorship network connecting the top 25 collaborators of Jochen Hartmann. A scholar is included among the top collaborators of Jochen Hartmann 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 Jochen Hartmann. Jochen Hartmann is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ordenes, Francisco Villarroel, Grant Packard, Jochen Hartmann, & Davide Proserpio. (2025). Using Traditional Text Analysis and Large Language Models in Service Failure and Recovery. Journal of Service Research. 28(3). 382–388. 1 indexed citations
2.
Hartmann, Jochen, et al.. (2024). The power of generative marketing: Can generative AI create superhuman visual marketing content?. International Journal of Research in Marketing. 42(1). 13–31. 30 indexed citations
3.
Hartmann, Jochen, et al.. (2024). Sentiment Analysis in the Age of Generative AI. Econstor (Econstor). 11(1). 72 indexed citations breakdown →
4.
Hartmann, Jochen, et al.. (2024). White Americans’ preference for Black people in advertising has increased in the past 66 years: A meta-analysis. Proceedings of the National Academy of Sciences. 121(9). e2307505121–e2307505121. 2 indexed citations
5.
Feuerriegel, Stefan, Jochen Hartmann, Christian Janiesch, & Patrick Zschech. (2023). Generative AI. Business & Information Systems Engineering. 66(1). 111–126. 444 indexed citations breakdown →
6.
Feuerriegel, Stefan, Jochen Hartmann, Christian Janiesch, & Patrick Zschech. (2023). Generative AI. SSRN Electronic Journal. 19 indexed citations
7.
8.
Hartmann, Jochen, Anouk Bergner, & Christian Hildebrand. (2023). MindMiner: Uncovering linguistic markers of mind perception as a new lens to understand consumer–smart object relationships. Journal of Consumer Psychology. 33(4). 645–667. 23 indexed citations
9.
Hartmann, Jochen, et al.. (2023). The power of generative marketing: Can generative AI reach human-level visual marketing content?. SSRN Electronic Journal. 14 indexed citations
10.
Hartmann, Jochen, Mark Heitmann, Christina Schamp, & Oded Netzer. (2021). The Power of Brand Selfies. Journal of Marketing Research. 58(6). 1159–1177. 100 indexed citations
11.
Hartmann, Jochen, Mark Heitmann, Christina Schamp, & Oded Netzer. (2020). The Power of Brand Selfies in Consumer-Generated Brand Images. ACR North American Advances. 2 indexed citations
12.
Hartmann, Jochen, et al.. (2020). Understanding Videos at Scale: How to Extract Insights for Business Research. SSRN Electronic Journal. 1 indexed citations
13.
Hartmann, Jochen, et al.. (2020). Understanding videos at scale: How to extract insights for business research. Journal of Business Research. 123. 367–379. 42 indexed citations
14.
Hartmann, Jochen, Mark Heitmann, Christina Schamp, & Oded Netzer. (2019). The Power of Brand Selfies in Consumer-Generated Brand Images. SSRN Electronic Journal. 13 indexed citations
15.
Hartmann, Jochen, et al.. (2019). Accuracy of Automated Sentiment Analysis. SSRN Electronic Journal. 12 indexed citations
16.
Hartmann, Jochen, et al.. (2008). View-Centric Modeling of Automotive Logical Architectures.. RWTH Publications (RWTH Aachen). 3–12. 7 indexed citations
17.
Hartmann, Jochen, et al.. (2007). Development and Configuration of Service-based Product Lines. 107–116. 3 indexed citations
18.
Fleischmann, A., et al.. (2006). An Architecture-Centric Approach Towards the Construction of Dependable Automotive Software. SAE technical papers on CD-ROM/SAE technical paper series. 1. 12 indexed citations
19.
Hartmann, Jochen & D. Robson. (2002). RETEST-development of a selective revalidation prototype environment for use in software maintenance. ii. 92–101. 8 indexed citations
20.
Hartmann, Jochen & D. Robson. (1988). Approaches to regression testing. 368–372. 21 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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