{"id":5226,"date":"2023-08-30T11:26:32","date_gmt":"2023-08-30T09:26:32","guid":{"rendered":"https:\/\/www.servicemeister.org\/?page_id=5226"},"modified":"2023-10-24T14:25:29","modified_gmt":"2023-10-24T12:25:29","slug":"wissenschaftliche-veroeffentlichungen","status":"publish","type":"page","link":"https:\/\/www.servicemeister.org\/en\/wissenschaftliche-veroeffentlichungen\/","title":{"rendered":"Wissenschaftliche Ver\u00f6ffentlichungen"},"content":{"rendered":"\n

Publikation aus dem Konsortium<\/h2>\n\n\n\n

In diesem Konsortium ist eine ganze Reihe von Wissenschaftlichen Publikationen, Blogbeitragen und Videos entstanden. Besonders stolz sind wir auf Ver\u00f6ffentlichungen unsere Partner von Open Source Anwendungen.<\/p>\n\n\n\n

Karlsruher Service Research Institute (KSRI)<\/h1>
\n

Wissenschaftliche Ver\u00f6ffentlichungen<\/h2>\n\n\n\n

06.2023 | KIT<\/strong>
Adaptive Conversational Agents: Exploring the Effect of Individualized Design on User Experience<\/a><\/strong><\/p>\n\n\n\n

12.2022 | KIT<\/strong>
\u201cMay I Help You?\u201d: Exploring the Effect of Individuals\u2019 Self-Efficacy on the Use of Conversational Agents<\/a><\/strong><\/p>\n\n\n\n

10.2022 | KIT<\/strong>
Untapping Analytical Synergies in Industrial SME Ecosystems: An Empirical Evaluation of Federated Machine Learning (Working Paper)<\/strong><\/p>\n\n\n\n

01.2022 | KIT<\/strong>
What Fits Tim Might Not Fit Tom: Exploring the Impact of User Characteristics on Users\u2019 Experience with Conversational Interaction Modalities<\/a><\/strong><\/p>\n\n\n\n

11.2021 | KIT<\/strong>
Industrial Corporation\u2019s Transformation into a Digital Platform Provider: A Case Study on Enablers<\/a><\/strong><\/p>\n\n\n\n

10.2021 | KIT<\/strong>
User-specific Determinants of Conversational Agent Usage: A Review and Potential for Future Research<\/a><\/strong><\/p>\n\n\n\n

10.2021 | KIT<\/strong>
Opening the Black Box of Digital B2B Co-Creation Platforms: A Taxonomy<\/a><\/strong><\/p>\n\n\n\n

10.2021 | KIT<\/strong>
Co-Creating Value in B2B Platform Ecosystems\u2013Towards a Deeper Understanding of the Emergence and Nature of Actor Engagement<\/a><\/strong><\/p>\n\n\n\n

01.2021 | KIT<\/strong>
Sequential Transfer Machine Learning in Networks: Measuring the Impact of Data and Neural Net Similarity on Transferability<\/a><\/strong><\/p>\n\n\n\n

12.2020 | KIT<\/strong>
Engineering Industrial Service Systems: Design and Evaluation of System-Oriented Service Delivery<\/a><\/strong><\/p>\n\n\n\n

01.2020 | KIT
Enabling System-Oriented Service Delivery in Industrial Maintenance: A Meta-method for Predicting Industrial Costs of Downtime<\/a><\/strong><\/p>\n<\/div><\/div>\n\n\n\n

inovex GmbH<\/h1>
\n

Wissenschaftliche Konferenzen:<\/h2>\n\n\n\n

AutoTiM – An Open-Source Service for Automated Provisioning and Operation of Time Series Based Machine Learning Models<\/strong>
https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-34107-6_21<\/a><\/p>\n\n\n\n

Blueprint for a Production-Ready Information Retrieval System based on Multi-Modal Embeddings<\/strong>
https:\/\/dl.gi.de\/items\/6afca7ef-de8c-4541-9bb2-ce5aee591a25<\/a><\/p>\n\n\n\n

Open Source:<\/h2>\n\n\n\n

AutoTim<\/strong>
https:\/\/github.com\/inovex\/AutoTiM<\/a><\/p>\n\n\n\n

Blogbeitr\u00e4ge + Case Studies:<\/h2>\n\n\n\n

Automatisch generierte Synonyme f\u00fcr bessere Suchergebnisse<\/strong>
https:\/\/www.inovex.de\/de\/blog\/automatisch-generierte-synonyme-bessere-suchergebnisse\/<\/a><\/p>\n\n\n\n

Finetuning a ResNet for a Content-Based Image Retrieval Task<\/strong>
https:\/\/www.inovex.de\/de\/blog\/finetuning-a-resnet-for-a-content-based-image-retrieval-task\/<\/a>

Inhaltsextraktion und logische Strukturerkennung in PDF-Dokumenten<\/strong>
https:\/\/www.inovex.de\/de\/blog\/inhaltsextraktion-strukturerkennung-pdf-dokumente\/<\/a>

A Conceptual Look at the Machine Learning Life Cycle<\/strong>
https:\/\/www.inovex.de\/de\/blog\/a-conceptual-view-on-the-machine-learning-life-cycle\/<\/a><\/p>\n\n\n\n

Agile Implementierung einer wissenschaftlichen Studie zur qualitativen Evaluation von Suchmodelle<\/strong>
https:\/\/www.inovex.de\/de\/blog\/agile-implementierung-einer-wissenschaftlichen-studie-zur-qualitativen-evaluation-von-suchmodellen\/<\/a>

Suchtechnologien in Vergleichsstudie: Schlagwortsuche vs. Synonymsuche vs. Bi-Encoder<\/strong>
https:\/\/www.inovex.de\/de\/blog\/schlagwortsuche-vs-synonymsuche-vs-bi-encoder\/<\/a><\/p>\n\n\n\n

KI-Optimierung in der Industrie: Intelligentes Service-Ticket-System f\u00fcr die Wartung (Teil 1)<\/strong>
https:\/\/www.inovex.de\/de\/blog\/ki-optimierung-in-der-industrie-intelligentes-service-ticket-system-fuer-die-wartung-teil-1\/<\/a><\/p>\n\n\n\n

esw GROUP: KI-gest\u00fctztes Ticketsystem f\u00fcr technische St\u00f6rungen<\/strong>
https:\/\/www.inovex.de\/de\/referenzen\/case-studies\/esw-group-entwicklung-eines-ki-gestuetzten-ticketsystems-fuer-den-effizienteren-umgang-mit-technischen-stoerungen\/<\/a><\/p>\n\n\n\n

Videos:<\/h2>\n\n\n\n

Intelligentes Ticket Management in der Industrie 4.0 (ESW\/inovex)<\/strong>
https:\/\/www.youtube.com\/watch?v=mASQf8QnTn0<\/a><\/p>\n\n\n\n

IoT in der Messtechnik: Service-Meister Projekt (KROHNE\/inovex)<\/strong>
https:\/\/www.youtube.com\/watch?v=-_NHnbLby3I&t=1s<\/a><\/p>\n\n\n\n

Demonstratoren:<\/h2>\n\n\n\n

KI gest\u00fctztes Service Ticket-Management bei ESW (ESW\/inovex)<\/strong>
https:\/\/flutter-frontend-demo-7n7cskce7q-ey.a.run.app\/<\/a><\/p>\n<\/div><\/div>\n\n\n\n

Universit\u00e4t Stuttgart<\/h1>
\n

Conference publications:<\/h2>\n\n\n\n

16.08.2023 | University Of Stuttgart<\/strong>
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces<\/a><\/strong><\/p>\n\n\n\n

25.07.2023 | University Of Stuttgart<\/strong>
Knowledge Graph Embeddings using Neural It\u00f4 Process: From Multiple Walks to Stochastic<\/a><\/strong> Trajectories<\/a><\/strong><\/p>\n\n\n\n

25.07.2023 | University Of Stuttgart<\/strong>
Shrinking Embeddings for Hyper-Relational Knowledge Graphs:<\/a><\/strong><\/p>\n\n\n\n

15.04.2023 | University Of Stuttgart<\/strong>
Link prediction with attention applied to multiple knowledge graph embedding models:<\/a><\/strong><\/p>\n\n\n\n

21.03.2023 | University Of Stuttgart<\/strong>
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs:<\/a><\/strong><\/p>\n\n\n\n

31.10.2022 | University Of Stuttgart<\/strong>
Hyperbolic embedding inference for structured multi-label prediction<\/a><\/strong><\/p>\n\n\n\n

17.10.2022 | University Of Stuttgart<\/strong>
NILK: Entity Linking Dataset Targeting NIL-linking Cases<\/a><\/strong><\/p>\n\n\n\n

07.07.2022 | University Of Stuttgart<\/strong>
Tensor-based Graph Modularity for Text Data Clustering<\/a><\/strong><\/p>\n\n\n\n

<\/p>\n\n\n\n

Open-source links<\/strong><\/h2>\n\n\n\n

https:\/\/github.com\/ZihaoWang\/text_enhanced_KGE<\/a><\/strong>
<\/p>\n\n\n\n

Demos: <\/strong><\/h2>\n\n\n\n

Refer to USU chatbot demo<\/strong><\/p>\n<\/div><\/div>\n\n\n\n

Berliner Hochschule f\u00fcr Technik (BHT)<\/h1>
\n

Wissenschaftliche Ver\u00f6ffentlichungen<\/h2>\n\n\n\n

2023 | BHT<\/strong>
medbert.de: a comprehensive German BERT model for the medical domain<\/strong><\/a><\/p>\n\n\n\n

20.11.2022 | BHT<\/strong>
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text<\/strong><\/a><\/p>\n\n\n\n

12.10.2022 | BHT<\/strong>
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction<\/strong><\/a><\/p>\n\n\n\n

14.07.2022 | BHT<\/strong>
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models<\/strong><\/a><\/p>\n\n\n\n

20.06.2022 | BHT<\/strong>
Cross-Lingual Knowledge Transfer for Clinical Phenotyping<\/strong><\/a><\/p>\n\n\n\n

20.06.2022 | BHT<\/strong>
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads<\/strong><\/a><\/p>\n\n\n\n

06.07.2021 | BHT<\/strong>
Assertion Detection in Clinical Notes: Medical Language Models to the Rescue?<\/strong><\/a><\/p>\n\n\n\n

19.04.2021 | BHT<\/strong>
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration<\/strong><\/a>, <\/strong><\/p>\n\n\n\n

28.03.2021 | BHT<\/strong>
Aspect-based Passage Retrieval with Contextualized Discourse Vectors<\/strong><\/a><\/p>\n\n\n\n

12.12.2020 | BHT<\/strong>
TrainX \u2013 Named Entity Linking with Active Sampling and Bi-Encoders<\/strong><\/a><\/p>\n\n\n\n

<\/h2>\n<\/div><\/div>\n\n\n\n

if(is)<\/h1>
\n

Wissenschaftliche Ver\u00f6ffentlichungen<\/h2>\n\n\n\n

2024 | if(is)
A Large-Scale Study of Cookie Banner Interaction Tools and Their Impact on Users\u2019 Privacy<\/a><\/strong><\/p>\n\n\n\n

Oktober 2023 | if(is)
On the Similarity of Web Measurements Under Different Experimental Setups<\/a><\/strong><\/p>\n\n\n\n

Februar 2023 | if(is)
Angriffe auf die K\u00fcnstliche Intelligenz \u2013 Bedrohungen und Schutzma\u00dfnahmen<\/a><\/strong><\/p>\n\n\n\n

April 2022 | if(is)
Reproducibility and Replicability of Web Measurement Studie<\/a>s

April 2022 | if(is)
Towards Understanding First-Party Cookie Tracking in the Field<\/a><\/strong>

M\u00e4rz 2021 | if(is)
Our (in)Secure Web: Understanding Update Behavior of Websites and Its Impact on Security<\/a>
<\/strong><\/p>\n\n\n\n

Links zum Kriterienkatalog:<\/h2>\n\n\n\n

August 2023 | if(is)<\/strong>
Kriterienkatalog f\u00fcr KI-Services <\/strong><\/a>

August 2023 | if(is)<\/strong>
GitHub-Repository, wo der Kriterienkatalog als .xlsx heruntergeladen werden kann<\/a> <\/strong><\/p>\n\n\n\n

<\/p>\n\n\n\n

Blogbeitr\u00e4ge<\/h2>\n\n\n\n

Cybersicherheit und K\u00fcnstliche Intelligenz
https:\/\/www.internet-sicherheit.de\/forschung\/forschungsschwerpunkte\/cybersicherheit-und-kuenstliche-intelligenz\/<\/a>

Service-Meister
https:\/\/www.internet-sicherheit.de\/forschung\/forschungsschwerpunkte\/cybersicherheit-und-kuenstliche-intelligenz\/service-meister\/<\/a>

Maschinelles Lernen in der Cybersicherheit
https:\/\/www.internet-sicherheit.de\/forschung\/forschungsschwerpunkte\/cybersicherheit-und-kuenstliche-intelligenz\/maschinelles-lernen-in-der-cybersicherheit\/<\/a>

Model Extraction Attack \u2013 Diebstahl von KI-Modellen
https:\/\/www.internet-sicherheit.de\/forschung\/forschungsschwerpunkte\/cybersicherheit-und-kuenstliche-intelligenz\/model-extraction-attack\/<\/a>

Evasion Attack
https:\/\/www.internet-sicherheit.de\/forschung\/forschungsschwerpunkte\/cybersicherheit-und-kuenstliche-intelligenz\/evasion-attack\/<\/a>

Poisoning Attack
https:\/\/www.internet-sicherheit.de\/forschung\/forschungsschwerpunkte\/cybersicherheit-und-kuenstliche-intelligenz\/poisoning-attack\/<\/a><\/strong><\/p>\n<\/div><\/div>\n\n\n\n

Fraunhofer-Institut f\u00fcr Software- und Systemtechnik ISST<\/h1>
\n

Wissenschaftliche Ver\u00f6ffentlichungen<\/h2>\n\n\n\n

Oktober 2021 | Fraunhofer ISST
Sovereign Data Exchange in Cloud-Connected IoT using International Data Spaces<\/a><\/strong><\/p>\n\n\n\n

August 2023 | Fraunhofer ISST
Implementing Data Sovereignty: Requirements & Challenges from Practice<\/a><\/strong><\/p>\n\n\n\n

Mai 2023 | Fraunhofer ISST
A Delimitation of Data Sovereignty from Digital and Technological Sovereignty<\/a><\/strong><\/p>\n\n\n\n

Januar 2024 | Fraunhofer ISST
Identification of Key Requirements for the Application of Data Sovereignty in the Context of Data Exchange
tbd.<\/strong><\/p>\n\n\n\n

<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

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