VDI Verlag eLibrary

Theory and Application of Text-representing Centroids

Herwig Unger, Mario M. Kubek

Series: Informatik/ Kommunikation

Volume 863 2019

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

„… characterise text documents and thus can act as their very com-pact representation in automatic text processing …” „… processing within a single step. This contradicts theway in which humans read a text word by word from its …” „… tracemight be used as its (individual) fingerprint in further text processing tasks, e.g.as a means for …”

Titelei/Inhaltsverzeichnis S. I-VI

„… 978-3-18-386310-5, ISSN 0178-9627,¤ 57,00/VDI-Mitgliederpreis ¤ 51,30.Keywords: Text Processing – Text Centroid …” „… automated text processing tasks that strongly rely on the semantic similarity of texts. Algorithms to …” „… practical usage in major natural language processing and text mining tasks are covered. In this regard, a …”

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

„… Activation: A Fast Calculation Method for Text Centroids 333.1 Exp. 1: Average Processing TimeIn the first …” „… Graph Based Methods for Natural Language Pro-cessing, TextGraphs-1, pages 73–80, Stroudsburg, PA, USA …” „… 27Spreading Activation: A Fast Calculation Method forText CentroidsMario M. Kubek1, Thomas Böhme2 …”

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

„… docu-ments plays an important role in automatic text processing. For ex-ample, algorithms to topically …” „… text processing, e.g.to determine their semantic distances. In the next section, the fundamentals …” „… can act as their representatives infurther text processing tasks. These centroid terms can be regarded …”

M. M. Kubek, T. Böhme, H. Unger Empiric Experiments with Text-representing Centroids S. 39-54

„… applicability for tasksin natural language processing and text mining shall be discussed andtheir use justified …” „… 39Empiric Experiments with Text-representing CentroidsMario M. Kubek1, Thomas Böhme2 and Herwig …” „… similarities between textdocuments is derived.1 IntroductionText centroids – inspired from the centre of mass …”

H. Unger a `Librarian of the Web' really needed? S. 1-6

„… direct correspondence in natural language processing,where co-occurrence graphs are a commonly used model …” „… foundin form of Text-representing Centroids (TRCs or “Bedeutungsschwerpunkte” inGerman) as introduced in …” „… this booklet.It was inspired by some considerations on natural language processing, physicsas well as …”

H. Unger, M. M. Kubek Associative Ring Memory to Support Decentralised Search S. 91-106

„… automatic text processing and mining. In orderto make them a useful tool in textual search tasks as well, a …” „… and topi-cally characterise text documents and thus can act as their very com-pact representation in …” „… the memory’s management functions are discussed as well.1 MotivationText-representing centroids [12 …”

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

„… compo-nents for automatic text processing (clustering and classification of web docu-ments and queries), for …” „… Information Processing,ICCIP ’16, pages 70–78, New York, NY, USA, ACM, 2016.[7] M. M. Kubek and H. Unger …” „… web structure while– for the first time – combining modern text analysis techniques withnovel and …”

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

„… their own experienced process ofknowledge acquisition. It usually requires a deep study of the texts (if …” „… which also involves an estimation of thesemantic similarity and distance to other terms and texts …” „… any librarian in processing simplequeries and carrying out connectivity analyses and statistical …”

H. Unger, M. M. Kubek Concept Supporting a Resilient, Fault-tolerant and Decentralised Search S. 79-90

„… processing steps, the following updates are necessary:1. In the beginning, i.e. at the starting point of the …” „… ) http://www.faroo.com/hp/p2p/whitepaper.html[5] Kubek, M., Unger, H.: Centroid Terms as Text Representatives., In: DocEng’16 …” „… Communication and Information Process-ing (ICCIP 2016), ACM, Singapore, (2016)[7] Kubek, M., Böhme, T., Unger …”

doi.org/10.51202/9783186863102

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Autonomous Systems 2016

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

Series: Informatik/ Kommunikation

Volume 848 2016

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Natural Language Processing S. 167-194

„… similarities between text documents plays an important role in automatic text processing. For example …” „… represent text documents in automatic text processing, e.g. to determine their semantic distances. In the …” „… further text processing tasks. These centroid terms can be regarded as the texts’ Centroid Terms and their …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… language processing, interface problems between humans and machines are solved with graph-based text …” „… section on natural language processing a new graph-based method determining centroid terms as text …” „… Routing – Suppression of Disturbances – Neural and Evolutionary Computing – Natural Language Processing …”

„… safety-related real-time data processing. 3.1 Unstructured Specification Techniques The main characteristics of …” „… regulation. Free Text The probably most natural method to specify requirements is to write them down the way …” „… the come in mind, for example as a free text. An example for a customer requirement in a free text …”

Education S. 195-218

„… their own way of studying – that is extracting from hard to understand scientific texts into an …” „… transfer the student’s inputs to arbitrary backends for evaluation and processing. This gives high …” „… their inputs. More complex answers given by students (e. g. as free text) need to be corrected manually …”

doi.org/10.51202/9783186848109

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Automation 2023

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2419 2023

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R. Benfer, M. Both, J. Müller Verbesserung der Abbildungsgenauigkeit von heterogen ausgeprägten Industrie 4.0 Verwaltungsschalen durch die Integration von Knowledge Graphen S. 501-512

„… Language Models aus dem Bereich des Natural Language Processing realisiert. Diese ermöglichen die Abbildung …” „… Wortteilen (Token) im Text maskiert, die anschließend durch das Modell vorhergesagt werden. Das im …” „… passen sich dynamisch an den Kontext der Token innerhalb des Textes an. [12] Durch das Finetuning wird …”

M. Both, J. Müller, C. Diedrich Konfigurationsfreies Energiemonitoring (Self-X) auf Basis einer automatisierten Abbildung von Kommunikationsnetzwerken durch Natural Language Processing S. 889-902

„… Kommunikationsnetzwerken durch Natural Language Processing Maximilian Both, Prof. Dr. Jochen Müller, Institut für …” „… Processing basiert. In der entwickelten Methode werden die Datenpunkte in einem vierstufigen Prozess …” „… mit Methoden künstlicher Intelligenz, konkret Natural Language Processing (NLP), auf Funktionen der …”

A. Stutz, M. Maurmaier, G. Biehler, S. Höme, M. Blumenstein OPC UA FX – A Potential Cross Communication Solution for the Module Type Package Concept S. 215-232

„… boundaries. PO2: As PO, I would like to define processing functions for interconnected system variables. PO3 …” „… : As PO, I want to configure variable interconnections and defined processing functions without having …” „… kinds in processing functions and interconnections. These requirements will be used for both the initial …”

B. C. Gül, N. Devarakonda, D. Dittler, N. Jazdi, M. Weyrich Using Federated Learning in the Context of Software-Defined Mobility Systems for Predictive Quality of Service S. 591-610

„… complex data processing and privacy issues in training of ML models with individual local data. Having …” „… computing power and high cost, which is not desirable. As a result, data processing becomes complicated and …” „… , such as text, photo, or video. Even if there are privacy-preserving methods in the literature to …”

J. Grothoff, T. Miny, M. Tarnow Challenges Utilizing PLCopen for OPC UA S. 999-1014

„… 61131-3 norm specifies textual and graphical programming languages, e.g., structured text and function …” „… is a global plant manufacturer for various types of metal processing plants. The automation …” „… metal processing plant is typically several decades long – while keeping all standardized engineering …”

N. Hahn, S. Rudolph Digitale Durchgängigkeit, Konsistenz und Interoperabilität im Produktlebenszyklus mit graphenbasierten Entwurfssprachen S. 443-458

„… the entire information processing of Industry 4.0 for development and production. However, the status …” „… Plug-Ins in Bild 4 sogenannte Model-to-Text (M2T) Transformationen darstellen. Eine vertiefte Betrachtung …”

doi.org/10.51202/9783181024195

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Cooperatively Managing and Exploiting Distributed Co-occurrence Graphs

Supaporn Simcharoen

Series: Informatik/ Kommunikation

Volume 879 2022

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Introduction S. 1-8

„… structure of co-occurrence graphs obtained from processing a (big) set of texts may alsobe used to build the …” „… intelli-gence (XAI) by developing a new, brain-inspired method found in natural language processing.Furthermore …” „… and dedicated scientists by respective procedures [4].For centuries until today, written texts have …”

Co-occurrence Graphs S. 38-59

„… from a Text CorpusText documents usually contain much more information than term frequency vectors can …” „… accumulated knowledge concerning a chosen text or all documents that werereceived from a text corpus is used …” „… in subsequent text analysis steps to build such a graph [19].A co-occurrence graph can be constructed …”

Titelei/Inhaltsverzeichnis S. I-X

„… – Decentralised System – Decentralised Managed Co-occurrence Graph – Decentralised Search Engine – Text Analysis …” „… Technique – Text-Representing Centroid – Recommendation ServiceThe property of terms to occur adjacently in …” „… text corpora can be expressed by co-occurrence graphs. Such data structures proved to be useful tools …”

References S. 117-130

„… Hagen. Her research focus is on text mining, natural language processing, anddecentralised search engine …” „… Annual Workshop on Circuits, Systems and Signal Processing,pages 570–577. Dutch Technology Foundation …” „… ] Anthony Cocciolo. The rise and fall of text on the web: a quantitative study of webarchives. Information …”

State of the Art S. 9-37

„… text-representing centroids (TRC) as a new method for the textcategorisation and content description is finally the …” „… three main parts: text acquisition, text transformation, andindex creation.1. Text acquisition …” „… to build a collection of documents, then a document data store likea database containing the text and …”

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ELIV 2023

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2423 2023

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P. Dreiseitel, D. Yesilbas Generative Artificial Intelligence – How AI Models Change the Way We Develop Automotive Products S. 405-418

„… Processing (NLP) are text-to-text foundation models such as the GPT family (Generalized Pre-Trained …” „… from mere data analysis to creative tasks such as text and image generation. Unlike traditional …” „… , including natural language processing (NLP) and image generation. This versatility has far-reaching …”

H. Ghezali, L. Trautmann, S. Witke, S. Herbold A Review of using Artificial Intelligence in Large Projects for Requirements Classification S. 573-588

„… assessment and further processing. In large projects this is a task to assign tens of thousands of …” „… deals with this kind of tasks is Natural Language Processing (NLP), which includes the processing and …” „… textual data and the classification of texts [1]. The assignment of requirements to teams can be viewed as …”

O. Kotte, L. Beermann, D. Ziegenbein, S. Ravi, M. Vinnakota Master Algorithm for Event-based Co-Simulation with FMI 3.0 for Timing Accurate Software-in-the-Loop S. 447-462

„… simulated time in each FMU, exchange of data, synchronization at events, enabling event processing/handling …” „… output of timing simulation is a text-based trace file containing a list of timing events that occur in …” „… comprises:  Pre-processing (e.g. obtaining/retrieving the incoming interface variable connections to this …”

doi.org/10.51202/9783181024232

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Automation 2021

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2392 2021

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M. Both, N. Maisch, J. Müller Semantische Interoperabilität durch Natural Language – Processing als Basis für Self-X-Fähigkeiten von Verwaltungsschalen in semantisch heterogenen Asset-Netzwerken S. 571-584

„… Semantische Interoperabilität durch Natural Language Processing als Basis für Self-X-Fähigkeiten …” „… . Hierzu werden Methoden des Natural Language Processing (NLP), konkret Language Models, die auf …” „… allgemeinen Texten trainiert wurden und hierdurch semantische Beziehungen von Wörtern durch Word Embeddings …”

C. Sonntag, D. Wolff, D. Bleidorn, E. Balling, F. Marx Maximizing Efficiency and Transparency in Batch Processing with Simulation-driven Predictive Decision Support S. 249-260

„… Marburg implementiert Maximizing Efficiency and Transparency in Batch Processing with Simulation-driven …” „… applicability within the processing industry. Predictive decision support is provided using intuitive graphical …” „… processing times and recipes. The products run through a number of production lines in parallel, with …”

I. Amihai, R. Gitzel, A. Boyaci Compression and Fault Diagnosis of High Frequency Sensor Data S. 545-556

„… method, which we termed “stepwise dimensionality reduction” (SDR), which is described in the text …” „… Proceedings of Advances in Neural Information Processing Systems, 2019. [11] D. Lee, B. Lithgow and R …”

A. Karaagac, J. O. Schmitt, D. O. Schulz Bridging the Gap in Digital Systems using Automated Model Transformation Concepts S. 169-182

„… Demand resolution process is provided in Fig. 6. Fig. 6: Demand Processing Flow Diagram If it is …” „… Reference. 2021. Available online: https://reference.opcfoundation.org/#:~:text=The%20OPC%20UA%20Online%20 …”

doi.org/10.51202/9783181023921

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Automation 2020

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2375 2020

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M. Both, J. Müller Deep Learning in Industrie 4.0 Umgebungen als Wegbereiter für automatisierte Abbildungen von Ontologien S. 675-686

„… Learning, konkret des Natural Language Processing. Die entwickelte Methodik basiert auf vortrainierten Word …” „… Methodik wird auf Konzepte des Deep Learning, konkret dem Teilgebiet Natural Language Processing (NLP …” „… ) zurückgegriffen. 3. Konzepte des Natural Language Processing Grundlegend sollen I4.0-Komponenten natürliche …”

D. White, M. Weyrich Sprachassistierter Entwicklungsprozess für automatisierungstechnische Systeme – Ein Ansatz zur Strukturierung komplexer Entwicklungsprozesse S. 579-590

„… , 2020582 Die Sprache-zu-Text-Schicht besteht aus drei Komponenten: dem Natural Language Processing, Natural …” „… befindet sich in der Text-/Sprache-Generations-Schicht [19]. Für ein solches System bietet sich in der …” „… dargestellt. Die Sprache-zu-Text Komponente dient dem Anwender dazu, den Sprachassistenten über eine zur …”

J. Eickmeyer, K. Balzereit, H. Stichweh, P. Wißbrock Automatische Erkennung von Prozessperioden zur Überwachung unbekannter Prozesse durch Teilkomponenten S. 117-128

„… von Texten, Textauszügen, Wörtern oder einzelnen Zeichen eingesetzt wird. Die häufigste Anwendung …” „… wie Strings bzw. Character. Zeichenketten wie Texte oder Genomsequenzen werden mit ihnen durchsucht …” „… in Signal Processing, 2008, 2. Jg., Nr. 3, S. 332-342. [6] YIN, Changchuan; YAU, Stephen S.-T …”

C. Diedrich, A. Belyaev, T. Schröder, T. Werner Neue Anforderungen an die Interoperabilität aus den Szenarien von Smart Manufacturing S. 943-956

„… processing, it turned out that the answers to these questions relate not only to the details given by the …” „… Energie (BMWi) (Herausgeber). Plattform I4.0 Text and Editing: Aspekte der Forschungsroadmap in den …” „… ) - Public Relations (publisher). Plattform I4.0 Text and Editing: Details of the Asset Administration …”

T. Tasci, M. Walker, A. Lechler, A. Verl Towards Modular and Distributed Automation Systems – Leveraging Software Containers for Industrial Control S. 915-928

„… compiler is used to develop new services using e. g. Structured Text. An application is created in the …” „… Conference collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing …”

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Autonomous Systems 2019: An Almanac

Herwig Unger (ed.)

Series: Informatik/ Kommunikation

Volume 864 2019

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C. Tapsai, P. Meesad, C. Haruechaiyasak Thai Word Segmentation by Automatic Ranking Trie with Misspelling Correction S. 121-134

„… is a very important process in NaturalLanguages Processing (NLP) especially for non-segmentation …” „… , reduceparsing tasks, and correct the misspelling words. The data used inthis research are 6,579 text files …” „… others. The data was divided into 2sets: 1) Learning set which are 5,879 text files randomly selected …”

P. De Silva, K. Abhiram, V. Tavakkoli A Comprehensive Analysis of Document-Image Distortions and their Respective Impact on Distorted Text/Character-Image Recognition Quality S. 176-198

„… plays the main role in text data ex-traction from document-images. Similarly to many image processing …” „… Processing(ICIP), Phoenix, AZ, United States of America, 2016.[22] P. Singh und R. Shree, “A comparative study to …” „… DistortedText/Character-Image Recognition QualityPerumadura De Silva, Kolli Abhiram, Vahid Tavakkoli,Kabeh Mohsenzadegan …”

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

„… Language Processing,TextGraphs-1, pages 73–80, Stroudsburg, PA, USA, 2006. Association forComputational …” „… Networks, FernUniversität in Hagen, GermanyAbstract: Most common text-clustering algorithms require a …” „… by two algorithm variants using theconcept of centroid terms for sequential text-clustering. First …”

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

„… processing, categorization, and clustering ofresources• Storage of data (including information sources …” „… retrieval and search engines,natural language processing, and last but not least Peer-to-Peer (P2P …” „… resources, it is essential to under-stand the state of the art in natural language processing. Optimized …”

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

„… Natural Language Processing53Dynamic Clustering for Segregationof Co-occurrence GraphsSupaporn …” „… , usually for some specific purpose.Text classification is the automatic determination of the text relation …” „… segregationwhich shows inspiring comparison. Learning within the human brain startswith reading a text from …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… ProcessingDynamic Clustering for Segregation of Co-ccurrence GraphsS. Simcharoen, H. Unger …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159Image ProcessingA Comparative Study of Visual and Visual-inertial SLAMX. Xu, C. Yuan, Z. Li …” „… /VDI-Mitgliederpreis € 68,40.Keywords: Autonomous Systems – Natural Language Processing – Image Processing – Com-plex …”

M. S. Zahan, J. Ch. Chedjou, K. Kyamakya On the Introduction of Nonlinear Dynamics in Image Processing with Applications S. 199-212

„… field of image processing.The key focus of this work is to demonstrate how the paradigm of nonlinear …” „… image processing.Further a focus is devoted to both continuous time and discrete time CNNs. The202 M. S …” „… non-linear and/or chaotic oscillators for image processing is depicted in Fig. 1. Theimage processing-based …”

G. Sartorius, St. R. Talbot Evaluation of Hybrid Measurement Structures S. 159-170

„… , Coordination unit and specific modules for measuring, processing,scaling and thresholding, controlled by the …” „… structure (reali-zed on a PLC or FPGA basis) performs the measuring and processing (MCM).In figure 1 a …” „… application,the list of command instructions can be varied in the setup phase (SP) until theoptimal processing …”

G. Quirchmayr, V. Kupfersberger, G. Langner, Th. Schaberreiter An Information Flow Model to Support NIS Mandated Reporting S. 135-143

„… executes pre-defined strategies, one of them being the Natural Lan-guage Processing for Information …” „… should include not only easily under-standable visualizations but all text in either the native language …” „… protection of natural persons with regard tothe processing of personal data and on the free movement of such …”

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ELIV 2024

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2441 2024

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T. Schäfer, J. Kottig, D. Macke Generative AI based GUI reconfiguration using Natural Language Processing Leveraging the benefits of small and local LLMs S. 359-378

„… Generative AI based GUI reconfiguration using Natural Language Processing Leveraging the benefits …” „… convert spoken language into text using speech recognition technology. This text is then processed by a …” „… written text. These texts are exchanged with our configurable dashboard application via a Data …”

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

„… text translation, creating or debugging code, and summarizing information. Language models such as …” „… models, text is first converted into so-called tokens. Then, each token is embedded into a vector …” „… is that they can hallucinate [12]. Hallucinations in the model’s output-text include contradictions …”

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

„… can go back further to the 1930s and 1940s and trace the roots of natural language processing right …” „… just ‘another form of text’ and the promise of ‘English [or choose your preferred natural language] as …” „… have a mix of content type, including text, tables and visual data (charts, graphs and images …”

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

„… verwendet werden können. Der vorgestelle Ansatz nutzt Large Language Modelle zur Umwandlung der von Text …” „… hybrid scenario-based testing on SiL and HiL testbenches, significantly reduc-ing the text …” „… . Since their introduction, applicationsof LLMs have been widely studied in various fields such as text …”

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

„… Industry GenAI approaches have improved the understanding of text and generating output from that at a …” „… this illustration does not imply a strictly sequential processing. Rather it implies a logic. In [1 …” „… training cases. • Fine-tuning of hyperparameters, such as processing layers, processing parameters such as …”

W. Steinmann, B. Sondermann Biometrics and sensor fusion for enhanced in-cabin safety and comfort Reducing complexity and increasing possibilities through a holistic approach to in-cabin monitoring S. 327-342

„… central processing units (CPUs) or domain controllers manage multiple functions that were previously …” „… architecture allows for better data processing efficiency, with high-speed computing power concentrated in …” „… processing, they are able to handle time-critical safety features and comfort functions with high …”

S Gowrishankar, KV Muralidhara, M. Ghivari Leveraging AI/ML Techniques in Software Defined Architecture: Towards Emotional Quotient Prediction in Smart Automotive Cabins by Integrating Physiological and Vehicle Data. AI-driven Smart Cabin in S... S. 343-358

„… real time. Due to high computational processing capability of newer micro-processors, it is possible to …” „… (High Performance Compute) with enabling high processing power and backend connectivity to cloud. This …” „… rectify the limitation of acquiring and processing physiological data (e.g., body temperature, heart rate …”

L. Hettich, J. Stümpfle, M. Weyrich Testing Variant-Rich Software-Defined Mobility Systems Methods, Future Challenges and Innovative Concepts S. 243-256

„… coverage is inferior, but can be improved by post-processing of selected variants. 3. Challenges Despite a …” „… running example GNNs are a class of neural networks capable of processing data structured as graphs with …” „… shared resource usage (dashed arrows). For processing of graphs by a multi-layer GNN, vector embeddings …”

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GJAE - German Journal of Agricultural Economics

Browse Volumes: GJAE - German Journal of Agricultural Economics

GJAE Volume 72 (2023) Issue 72-(2023),-Heft-03-04 ISSN Online: 2191-4028

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Silke Hüttel, Heidi Leonhardt, Tobia Lakes, Maximilian Wesemeyer, Saskia Wolff Use Cases of the Integrated Administration and Control System’s Plot-Level Data: Protocol and Pilot Analysis for a Systematic Mapping Review S. 168-184

„… text; where applicable Summarize the pre-processing steps that are missing for full reproducibility. 18 …” „… pro-cessing workflows, and interpretation standards will ensure a high scientific quality of the output. Among …” „… knowledge generation through transparency in data generation and pro-cessing. Such transparency enhances the …”

doi.org/10.51202/2191-4028-2023-72-(2023),-Heft-03-04

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Konstruktion

Browse Volumes: Konstruktion

Konstruktion Volume 75 (2023) Issue 04 ISSN Online: 0720-5953

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Doris Schulz Automatisches Glätten und Homogenisieren S. IW6-IW7

„… auch die Reproduzierbarkeit des Post Processing gewährleisten. Zudem ermöglichen diese gegenüber der …” „… manuellen Nachbearbeitung das effektive und wirtschaftliche Glätten und Homogenisieren der Oberflächen.TEXT …” „… Nachbearbeitung 3D-gedruckter Bauteile auf die S1 und M1 Basic von AM Solutions – 3D post processing technology …”

doi.org/10.37544/0720-5953-2023-04

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VDI nachrichten

Browse Volumes: VDI nachrichten

VDI nachrichten Volume 77 (2023) Issue 26 ISSN Online: 0042-1758

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Dominik Hochwarth KI-Tools nicht nur für Ingenieure S. 17

„… Arbeit mit Texten. Von der Transkription über die Überset-zung bis hin zur Textverbesserung bieten diese …” „… , wodurch der transkribierte Text direkt mit der zugehörigen Audio- oder Vi-deodatei verknüpft wird. Dies …” „… auch eine kostenpflichtige Version zur Verfügung. In dieser können beliebig lange Texte übersetzt …”

doi.org/10.51202/0042-1758-2023-26

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Autonomous Systems 2018

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

Series: Informatik/ Kommunikation

Volume 862 2018

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H. Unger, M. Kubek An Associative Ring Memory to Support Decentralised Search S. 31-45

„… automatic text processing and mining. In order to make them a useful tool in textual search tasks as well, a …” „… semantically and topically characterise text documents and thus can act as their very compact representation in …” „… activities as part of the memory’s management functions are discussed as well. 1 Motivation Text …”

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

„… solutions known from the fields of natural language processing and text mining. They are particularly …” „… , • acquisition, • processing, • cataloguing, • care and • archiving of media, the user-centered activities …” „… the texts (if not even special knowledge on particular subjects) in order to find out important terms …”

G. Fahrnberger Blind Censoring for Instant Messaging S. 62-80

„… afflict them [6]. Blind Censoring for Instant Messaging 63 A text filter that at least inspects all …” „… consciously agree to such a screening rather than being forced to it. If they have decided to employ a text …” „… encrypted texts. Most of them tackle issues in enciphe- 64 G. Fahrnberger red databases and in encrypted …”

doi.org/10.51202/9783186862105

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AIRS – Advanced Ontology-based Information Retrieval System

Jan Werrmann

Series: Informatik/ Kommunikation

Volume 849 2016

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Introduction S. 1-16

„… used for various text processing tasks, such as automated language detection, part of speech tagging …” „… databases. The databases share the common feature of free text search within the search activity …” „… the search only depends on free text search and categorization, it is not easy to find the right …”

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

„… document landscapes. The special aspect is that this ontological knowledge is not used to optimize the text …” „… . Rather, the ontological knowledge is used to look at the text itself in the upper context: whole …” „… documents rather than terms or text fragments are interpreted as concepts that can be related to each other …”

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

„… process is highly complex and contains different text processing algorithm. For example, elementary steps …” „… be indexed, tokenize text of documents (list of terms), undertake linguistic pre-processing of …” „… text data. To enable fast search for information, an index of the document’s content must be built …”

Bibliography S. 158-166

„… . Ghemawat. MapReduce: Simplified Data Processing on Large Clusters. Commun ACM, 51:107–113, 2008. [17] S …” „… , Proceedings of the Thirteenth Text REtrieval Conference, TREC 2004, Gaithersburg, Maryland, USA, November …” „… German). Technical report, Natural Language Processing Gruppe, EML Research gGmbH, 2004 …”

Field Tests and Evaluation S. 115-134

„… . Using the AIRS Prototype application is as simple as the usage of a state-of-the-art free text search …” „… engine: a search bar is given to the user where he can input a free text query. Figure 8.1 shows the AIRS …” „… . As explained in Section 7.6, AIRS Prototype provides advanced free text search features to the user …”

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

„… separate text file: the so-called Java properties file. Therefore, Java’s own properties management is …” „… file rather than simply a text file. Inside the Java program code, a method of the properties class can …” „… the document retrieval as well as the system feedback processing were named: IRS Component, Ontology …”

AIRS Knowledge Base S. 24-51

„… not necessarily contain knowledge acquisition algorithms like text-mining technologies to identify …” „… document that contain different information. For example, these documents have different text segments for …” „… processing, which has a direct influence on the weight of Document relationships (see Section 6). 41 3 AIRS …”

doi.org/10.51202/9783186849106

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Konstruktion

Browse Volumes: Konstruktion

Konstruktion Volume 74 (2022) Issue 11-12 ISSN Online: 0720-5953

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Anforderungsgerechte Oberflächen herstellen S. IW9-IW11

„… Effizienz und für Prozesssicherheit.TEXT: Doris SchulzDie Veränderungen in der Automobil- und …” „… als auch für das Post Pro-cessing additiv gefertigter Komponenten innovative Lösungen für die …” „… Solutions – 3D post processing technology sorgt dafür, dass manuelle Prozesse durch auto-matisierte …”

doi.org/10.37544/0720-5953-2022-11-12

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