VDI Verlag eLibrary

AIRS – Advanced Ontology-based Information Retrieval System

Jan Werrmann

Series: Informatik/ Kommunikation

Volume 849 2016

Results in this title

Indexing and Retrieval for Advanced Ontology-based Information Retrieval S. 63-83

„… 5 Indexing and Retrieval for Advanced Ontology-based Information Retrieval Natural language-based …” „… retrieval systems are the gold standard for modern information search. IRS enable a reliable and fast search …” „… first. Accordingly, search technologies based upon information retrieval comprises two workflows that …”

Introduction S. 1-16

„… match the error messages in corresponding retrieval systems. This makes finding relevant information one …” „… information in other retrieval systems and follow them by accessing different systems one by one. The workshop …” „… employees have to search for pieces of information in each of these retrieval systems. Additionally …”

Ontology-based Retrieval Across Heterogeneous Document Landscapes S. 52-62

„… ontology-based information retrieval where the AIRSKB is used to implement advanced document search technologies …” „… architecture called Advanced Ontologybased Information Retrieval System (AIRS) was developed during the …” „… , whereby the employee needs to carry the information search manually from one retrieval system to another …”

Titelei/Inhaltsverzeichnis S. I-X

„… 10 AIRS – Advanced Ontology-based Information Retrieval System AIRS – Advanced Ontology-based …” „… Information Retrieval System Dissertation zur Erlangung des akademischen Grades DOKTOR RER. NAT. der Fakultät …” „… Fortschritt-Berichte VDI AIRS – Advanced Ontology-based Information Retrieval System Dipl.-Inf. Jan Werrmann …”

Index S. 156-157

„… also Information search ETL, 61, 99 Evaluation, 89, 124, see also Information Retrieval Systems …” „… , 70–71 taxonomies, 66–67 Information access, 7 linking, 9 search, 8, see also Information Retrieval …” „… Information Retrieval, 8, 63, see also Indexing, Documents search, Information Retrieval Systems Information …”

Conclusion and Future Research S. 135-140

„… provides a workflow of modern knowledge network-based information retrieval. This was achieved by applying …” „… retrieval system. The built Document Abstracts include all of the information that is necessary for the …” „… document retrieval and document linkage information. 3. Can the quality of retrieval results and the …”

Field Tests and Evaluation S. 115-134

„… survey to obtain information about the workshop retrieval systems that the employees are currently using …” „… are related to the parts information rear wheel brakes. During the retrieval for documents, the users …” „… processes, • workshop information systems in which workshop literature is managed to support vehicle …”

Bibliography S. 158-166

„… ]. [36] I. Gurevych. Anwendungen des semantischen Wissens über Konzepte im Information Retrieval (in …” „… CRM-Software im Vergleich. Springer-Verlag, 2013. [40] W. R. Hersh and D. Hickam. Information Retrieval in …” „… international ACM SIGIR conference on Research and development in information retrieval, pages 50–57. ACM, 1999 …”

Sharing Knowledge through AIRS S. 84-90

„… measured. In [94], the evaluation of information retrieval systems is introduced as a process that …” „… link given feedback information to the documents. Following the retrieval of the algorithm in AIRS …” „… information for each of the subsearches undertaken by the AIRS retrieval algorithm. Search result information …”

Glossary S. 151-155

„… Information Retrieval System is a system that combines the functionality of state-of-the-art search technology …” „… with ontological knowledge to enable retrieval in Heterogeneous Document Landscapes. The architecture …” „… the underlying retrieval system solution. AIRS Prototype A Rich Internet Application that serves as a …”

Architecture and Functionality of a Prototype Implementation S. 91-114

„… enterprise search server used as the underlying information retrieval system under the AIRS Search Index …” „… information retrieval system. It approximates the IRS’s own index structure and index objects to an …” „… information retrieval system functions for document indexing (including document deletion and update) and …”

AIRS Knowledge Base S. 24-51

„… semantically valid Document connections. In this case, the information need of the retrieval system’s user can …” „… an insight into the concept of ontology-based information retrieval, which uses the AIRSKB ontology …” „… domain information. The domain of solving complex business tasks and the requirement to access documents …”

Ontologies in Computer Science S. 17-23

„… retrieval systems, explaining that Internet search engines “need domain ontologies to organize information …” „… Formation An ontology is at least a knowledge base that helps to store, use and even re-use information …” „… Giarette discuss the topics of ontology and knowledge 3 Further information about the extensional and …”

doi.org/10.51202/9783186849106

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Autonomous Systems 2017

Herwig Unger (ed.), Wolfgang A. Halang (ed.)

Series: Informatik/ Kommunikation

Volume 857 2017

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Mario Kubek Graph-based Text Mining and Information Retrieval with Neo4j S. 141

„… 141 Graph-based Text Mining and Information Retrieval with Neo4j Mario Kubek Chair of Communication …”

Titelei/Inhaltsverzeichnis S. I-VI

„… , information retrieval and machine learning. As no other area of computer science and engineering, autonomous …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105 Graph-based Text Mining and Information Retrieval with Neo4j Mario Kubek …” „… their impact on society. Bibliographische Information der Deutschen Bibliothek Die Deutsche Bibliothek …”

doi.org/10.51202/9783186857101

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Automation 2018

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2330 2018

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S. Windmann, K. Al-Gumaei, O. Niggemann, T. Kleineberg Big Data in der Automation – Use Cases und Umsetzungsempfehlungen S. 835-848

„… Big Data in den Anwendungsfällen Fehlerdiagnose, Optimierung und Information Retrieval aufgezeigt …” „… Information Retrieval. Aufgrund der zunehmenden Komplexität industrieller Automatisierungssysteme muss die …” „… Retrieval Information Retrieval Systeme gewinnen für die alltägliche Informationsbeschaffung zunehmend an …”

doi.org/10.51202/9783181023303

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Autonomous Systems 2019: An Almanac

Herwig Unger (ed.)

Series: Informatik/ Kommunikation

Volume 864 2019

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G. Ph. Roßrucker Dynamic Generation of Links and Forwarding to Related Web-based Content S. 89-105

„… scientific approaches of natural languageprocessing and information retrieval (NLIR). The motivation to …” „… dedicated to the question ofhow information retrieval in the WWW could be liberalized, designing an …” „… provi-ders. In the context of information retrieval in the ever-growing WWW,1Number of websites is defined as …”

M. Hloch, M. Kubek Sequential Clustering using Centroid Terms S. 72-88

„… . Information Retrieval: Data Structures and Algorithms.Prentice-Hall (1992)[3] J. A. Hartigan and M. A. Wong …” „… Information Retrieval Cambridge University Press, 2008[8] Lee R. Dice. Measures of the amount of ecologic …” „… but provides no information which documents are related to theseterms. In contrast the implementation …”

S. Simcharoen, H. Unger Dynamic Clustering for Segregation of Co-ccurrence Graphs S. 51-71

„… , document retrieval, image segmentation, and pat-tern classification [1]. Clustering is an effective method …” „… > µ + 3 σFig. 5: Cluster building growthTo handle information in the clustering process, a local set …”

doi.org/10.51202/9783186864109

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Cooperatively Managing and Exploiting Distributed Co-occurrence Graphs

Supaporn Simcharoen

Series: Informatik/ Kommunikation

Volume 879 2022

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References S. 117-130

„… Engines, InformationRetrieval in Practice. Pearson, first edition, 2009.[29] Sergey Brin and Lawrence Page …” „… . Preece. A Spreading Activation Network Model for Information Retrieval. PhD thesis,University of Illinois …” „… annualinternational ACM SIGIR conference on Research and development in information re-trieval, pages 318–329 …”

State of the Art S. 9-37

„… Chapter 2State of the ArtSo far, information management is done within quite fixed structures; in …” „… access to the information than the classic WWW ever has been.Also, they present completely new albeit …” „… dynamic hash tables (DHT), were developed. ThoseDHT can be used for the information management and the …”

Co-occurrence Graphs S. 38-59

„… from a Text CorpusText documents usually contain much more information than term frequency vectors can …” „… categorised, and related information is found, depending onthese networks’ current state. Subsequently, this …” „… co-occurrencegraph can be enriched by a set of additional information, usually assigned to its nodes. Anexample is …”

doi.org/10.51202/9783186879103

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Autonomous Systems 2018

Maria M. Kubek (ed.), Zhong Li (ed.)

Series: Informatik/ Kommunikation

Volume 862 2018

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M. Kubek Library Services in Decentralised Web Search Systems S. 87-100

„… . They applied information systems from the 1950s, a time during which the term ‘information retrieval …” „… field of Peer-to-peer information retrieval (P2PIR), too. On Library Services in Decentralised Web …” „… , Hachette UK, 2016 [10] Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval, 2nd Edition …”

doi.org/10.51202/9783186862105

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Theory and Application of Text-representing Centroids

Herwig Unger, Mario M. Kubek

Series: Informatik/ Kommunikation

Volume 863 2019

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M. M. Kubek, H. Unger The WebEngine – A Fully Integrated, Decentralised Web Search Engine S. 107-120

„… P Information RetrievalWhen it comes to using P2P-systems for the purpose of information …” „… of the most important results in the field of P2P information retrieval(P2PIR) have been obtained in …” „… actu-ally useful in information retrieval tasks, the following section discusses severalapproaches in this …”

H. Unger, M. M. Kubek Evolving Text Centroids S. 121-130

„… expansion of queries in information retrieval. A similar outcome is to beseen in Table 3 for the article …” „… ] Paaß, G.: Document Classification, Information Retrieval, Text and WebMining. In: Handbook of Technical …” „… Processing andInformation Retrieval. Cambridge University Press (2011)[3] Kubek, M., Unger, H.: Centroid …”

Authors S. 140-144

„… information retrieval in distributedsystems.powered by VDI VerlagD a s T e c h n i k K a r r i e r e N e w s …” „… semantic information retrievalin large distributed systems. He is also in-terested in mobile computing …” „… environmentsand contextual information processing.Herwig Unger received his PhD with a workon Petri Net …”

M. M. Kubek, Herwig Unger Towards a Librarian of the Web S. 55-78

„… and information retrieval. The goal is toidentify terms that are good separators that make it possible …” „… to topically distin-guish documents in a corpus. In information retrieval and in many text …” „… Re-trieval. An Introduction to Information Retrieval. Cambridge UniversityPress, 2008.[17] Y. Zhao and G …”

M. M. Kubek, H. Unger Centroid Terms as Text Representatives S. 7-26

„… . A., Ribeiro-Neto, B.: Modern Information Retrieval,Addison-Wesley Longman Publishing Co., Inc …” „… scenarios forit in the fields of text mining and information retrieval while also elaborating …” „… cluster and classify texts heavily relyon this information. Standard methods for doing so are usually …”

M. M. Kubek, T. Böhme, H. Unger Spreading Activation: A Fast Calculation Method for Text Centroids S. 27-38

„… , 2016.[3] S. E. Preece. A Spreading Activation Network Model for Information Retrieval.PhD thesis …” „… Conference on Communication and Information Process-ing, ICCIP ’16, pages 70–78, New York, NY, USA, ACM …”

doi.org/10.51202/9783186863102

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Commercial Vehicles 2021

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2380 2021

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Titelei/Inhaltsverzeichnis S. I-X

„… rights reserved, including reprinting, reproduction (photocopying, microcopy), storage in a retrieval …” „… system, and use of the information on this website are reserved. Data processing equipment and the …” „… 0083-5560 ISBN 978-3-18-092380-2 Bibliographische Information der Deutschen Nationalbibliothek Die Deutsche …”

S. Baker, S. Munshi, J. Huang High performance and efficiency hydrogen engine using westport fuel systems’ Commercially available HPDI fuel system S. 97-116

„… allows quick retrieval and computation of the chemical source term for the specie mass conservation …” „… taken up in future as more information becomes available. Having confirmed the compelling modelling …”

doi.org/10.51202/9783181023808

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Commercial Vehicles 2019

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2350 2019

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Titelei/Inhaltsverzeichnis S. I-X

„… reserved, including reprinting, reproduction (photocopying, microcopy), storage in a retrieval system, and …” „… use of the information on this website are reserved. Data processing equipment and the translation …” „… 978-3-18-092350-5 Bibliographic information published by the Deutsche Nationalbibliothek (German National Library …”

K. Kunz Increasing transport efficiency through digitalisation of trailers S. 313-328

„… information and communication available anywhere, anytime, within any context, and for any user using any …” „… transmission of data from upstream and downstream processes in the value chain. The better information and …” „… operations [5]. This requires an interorganisational exchange of information and data integration as well as …”

M. Holzer, R. Karkoschka Predictive Maintenance for TraXon – Business Model and Technical Solution S. 243-250

„… using mainly the travel sensor information, the clutch wear calculation function allows for the …” „… necessary because this communication protocol enables controlled retrieval and provision of the necessary …”

doi.org/10.51202/9783181023501

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Manifold Learning for Super Resolution

Eduardo Pérez Pellitero

Series: Informatik/ Kommunikation

Volume 859 2018

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Bibliography S. 106-118

„… . In Advances in Neural Information Processing Systems, pages 473–480, 2007. [27] X. Gao, K. Zhang, D …” „… . Conf. on Neural Information Processing Systems, pages 801–808, Cambridge, MA, USA, 2006. MIT Press. [42 …” „… , 28(5):847–, May 2006. [44] S. Lloyd. Least squares quantization in PCM. IEEE Trans. on Information Theory …”

doi.org/10.51202/9783186859105

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Automation 2023

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2419 2023

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W. Guo, W. Sun, D. Vrucak, I. Garmaev, T. Kleinert, B. Friedrich, K. Greiff Strukturierung der Datenerhebung für die Recyclingphase: Recycelbare Metalle von Smartphones S. 805-818

„… Informationen für die Design- und Fertigungsphasen, damit Produkte so hergestellt oder gestaltet werden kön-nen …” „… Smartphones vor. Ziel ist es, für die Recycling-phase mehr Informationen bereitzustellen. Das vorgeschlagene …” „… , indem sie wertvolle Informationen für Stakeholder bereitstellen, die am Le-benszyklus eines Produkts …”

S. Grüner, W. Otten DEXPI submodel for Industry 4.0 Asset Administration Shell – Towards a Digital Thread through Engineering and Operations S. 337-350

„… backends for information storage and retrieval, finally, there is a concept of reactive (so called type 3 …” „… . DEXPI specification offers a standardized way for file-based exchange of P&ID models (P&ID information …” „… standardized lifecycle information container – the Industry 4.0 Asset Administration Shell (AAS) – would …”

D. Göllner, T. Klausmann, P. Wißbrock, H. Stichweh Automated Setup of Condition Monitoring with Digital Twins S. 5-20

„… machine-part as well as process information. Based on oscilloscope data, the signal is transformed into …” „… process information is then used to isolate the fault in the feature and to calculate a health indicator …” „… Administration Shell The information about the machine solution, the components and the condition monitoring …”

doi.org/10.51202/9783181024195

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3. Würzburger Symposium - Sachverständige im Handwerk.

Martin Schauer (ed.)

2023

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Jakob Stöber Künstliche Intelligenz und Maschinelles Lernen in der Sachverständigenarbeit S. 13-14

„… Detection, Information Retrieval, Text GenerationIm Alltag gewinnen Maschinelles Lernen (ML) und Künstliche …”

doi.org/10.51202/9783738808162

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ELIV 2024

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2441 2024

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A. Vickers, P. Fintl, D. Hughes, M. Roberts From Niche to Mainstream: Harnessing Generative AI for Automotive Excellence. GenAI is not Enough! S. 67-80

„… : Augmenting Information Retrieval There is a lot of information produced in document format that is easy for …” „… information and ultimately to actionable knowledge, dramatically improving the speed and precision of …” „… with topics such as ‘Retrieval Augmented Generation’ VDI-Berichte Nr. 2441, 202472(RAG). Neither of …”

S. Zimmermann, W. Lenders, T. Lian Abt, M. Kuhn, P. Weber, A. Ganser Building and scaling a machine learning platform to unlock AI in connected car services S. 29-40

„… . Data Engineering covers the retrieval, exploration and preprocessing of various data sources. After …” „… foundation models needs to be extended with BMW specific contextual information. BMW Data Scientists using …” „… https://aws.amazon.com/de/what-is/retrieval-augmented-generation/ VDI-Berichte Nr. 2441, 2024 37 4. Connected AI Platform operationsThe setup described in “3 …”

U. Bodenhausen How to Integrate GenAI in Automotive Enhance GenAI or Change Development Philosophy? S. 1-12

„… <-> Architecture <-> Detailed Design <-> Software”, because there is no way to systematically bring in information …” „… clear how information about requirements or software architecture can be systematically brought into the …” „… Hardware Machine learning means extracting information from data that is provided to the learning algorithm …”

M. Obstbaum, I. Wior, J. Kasper, P. Vaudrevange, S. Khan, M. Keckeisen, M. Staib, R. Freitag, J. Schneider SpecBook-Copilot – Efficient Formalization of Requirements using Artificial Intelligence in the Development of MB.OS S. 221-232

„… the method of Retrieval-Augmented Generation (RAG), has been studied intensively, see for example [1 …” „… text translation, creating or debugging code, and summarizing information. Language models such as …” „… including a positional information. Afterwards a self-attention mechanism allows the transformer model to …”

L. Eisemann, L. Toettel, T. Watzl, T. K. Rupp, J. Schaper Using Large Language Models to generate critical driving situations for virtual and hybrid ADAS/AD testing S. 265-280

„… Retrieval-Augmented Generation (RAG) or task-specific Fine-Tuning. The final model defi-nition is based on the …” „… direct generation of road, sce-nario, and environment information, in automotive standard formats. For …” „… Open-SCENARIO® and OpenDRIVE® elements and additionally integrated map information fromOpenStreetMap, resulting …”

N. Neis, L. Eisemann, D. Hermann, J. Zhou, L. Toettel From Reality to Simulation: Automatized Transfer and Simulation of Critical Driving Scenarios with Digital Twins S. 453-466

„… , ausgestattet mit LiDAR, Kamera und IMU, werden Infor-mationen über die Straßengeometrie und die …” „… and anIMU, information of the road structure and traffic participants is extracted. To represent …” „… thetraffic participants’ motion, trajectories with annotated maneuver information are used allowingfor …”

doi.org/10.51202/9783181024416

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Gaia-X in industriellen Wertschöpfungsnetzwerken – Erkenntnisse aus der Förderlinie InGAIA-X

Roman Dumitrescu, Oliver Riedel, Michael Henke, Joachim Metternich, Steffen Ihlenfeldt, Christian Koldewey

Series: Technik und Wirtschaft

Volume 204 2025

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GRIPSS-X S. 71-88

„… Dateninfrastruktur für densicheren, souveränen und effizienten Austausch von Informationen zur Verfügung …” „… und der Austausch von Informationen über Unternehmensgrenzenhinweg sicher und kontrolliert …” „… Transaktionszy-klus zur Beauftragung industrieller Services über die Informations- und Anbahnungsphase …”

COSMIC-X: Vertrauenswürdige Wertschöpfungsketten in kollaborativen in¬dustriellen Okosystemen S. 89-106

„… .”• Vertraulichkeit: “Vertraulichkeit ist der Schutz vor unbefugter Preisgabe von Informationen.”• Authentizität …” „… Schnittstelle für aktuelle Handbücher und War-tungsunterlagen dienen, indem die Informationen des Produkts …” „… beteiligten Geschäftspartnern Zugriff auf digitale Informationen zu925.3 Methodik/Umsetzung …”

doi.org/10.51202/9783186204165

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LAND.TECHNIK 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2395 2022

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S. Rottgermann, S. Haverkamp Fundamental Concept for Highly Automated Implements with Distinct Regard To Process Automation S. 359-364

„… automation are presented. First, a requirements analysis will determine what information must be made …” „… out which information must be made available to the implement to be able to automate the actual work …” „… process – which the implement carries out. A distinction must be made between information concerning the …”

M. Abdipourchenarestansofla, C. Schroth The importance of data quality assessment for machinery data in the field of agriculture S. 495-500

„… International Conference on Information Retrieval & Knowledge Management (pp. 300-304). IEEE. [9] Borgelt, S …” „… in inserting a wrong name for a chemical product and may forget to provide information for the …” „… information. Spatial statistics, 1, 110-120. [8] Sidi, F., Panahy, P. H. S., Affendey, L. S., Jabar, M. A …”

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