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Technical documents classification

Samaneh Chagheri, Catherine Roussey, Sylvie Calabretto, Cyril Dumoulin
2011 Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD)  
This company ensures the storage and security of critical data and technical documentation.  ...  The management of this increasing volume of documents requires document classification in order to retrieve information quickly and to construct a standard model for each category of documents.  ...  and generating document model.  ... 
doi:10.1109/cscwd.2011.5960211 dblp:conf/cscwd/ChagheriRCD11 fatcat:ntjfp5mbvbbf7jjmwiudang7je

Deep Learning for Technical Document Classification [article]

Shuo Jiang, Jie Hu, Christopher L. Magee, Jianxi Luo
2022 arXiv   pre-print
Prior studies have only focused on processing text for classification, whereas technical documents often contain multimodal information.  ...  We applied the architecture to a large multimodal technical document database and trained the model for classifying documents based on the hierarchical International Patent Classification system.  ...  A well-organized technical document classification enables engineers to retrieve and reuse documents more easily.  ... 
arXiv:2106.14269v5 fatcat:e4ij24tlvbhlbagu4cqvf54fxu

Reconstructing Semantic Structures in Technical Documentation with Vector Space Classification

Jan Oevermann
2016 International Conference on Semantic Systems  
Classification is done using a modified vector space model for technical documentation. To measure confidence we derive a measure based on properties of cosine similarity in multiclass scenarios.  ...  With the increasing popularity of component content management systems, a large part of technical documentation in manufacturing and mechanical engineering is written semantically structured in xml-based  ...  INTRODUCTION Component content management systems (ccms) enable technical writers to create documentation in a modular fashion using content components [?].  ... 
dblp:conf/i-semantics/Oevermann16 fatcat:xzdxewws65dcfedm2thz3fff7a

Document zone content classification for technical document images using Artificial Neural Networks and Support Vector Machines

Zaidah Ibrahim, Dino Isa, Rajprasad Rajkumar, Graham Kendall
2009 2009 Second International Conference on the Applications of Digital Information and Web Technologies  
Thus, this research compares the recognition performance of text and non-text images (text, table, figure and graph) from technical document images based on the pixel intensity of various zones between  ...  Symmetrical and non-symmetrical zoning algorithms were compared as input. 400 different datasets have been tested and the experiments indicate that SVM classification is superior to the other three classifiers  ...  Figure 1 shows examples of the images used in this research that have been cropped manually from technical documents.  ... 
doi:10.1109/icadiwt.2009.5273957 fatcat:cdwl3scajbfsxm24z2yqgh56kq


2020 Issues in Information Systems  
Specifically, testing with a small dataset of 64 documents from the Natural Language Technical Project Documentation dataset was conducted to assess the effectiveness of traditional text classification  ...  Results indicate limitations to these traditional methods for classifying technical documents.  ...  This phase aims to carry out the automated cataloging of technical documents by means of text classification.  ... 
doi:10.48009/4_iis_2020_67-72 fatcat:nmgzj3hftzheplda6l7vb4bjga

Classification of fire-technical characteristic of roofing materials in European and Russian regulation documents

Marina Gravit, Artem Vaititckii, Marina Imasheva, Diana Nigmatullina, Alexandra Shpakova, V. Murgul
2016 MATEC Web of Conferences  
We demonstrate significant differences in the European and Russian fire hazard classification of identical roofing materials.  ...  Conclusions As a result of analysis of the harmonization's process in European and Russian normative and technical documentation, it was found that currently in force in the Russian Federation regulations  ...  in Russian classification.  ... 
doi:10.1051/matecconf/20165301031 fatcat:y3xlht2un5cpvjsezycnf36cim


Nataliia Leonidivna Sytnyk, Olha Yevheniivna Vynohradova, Tetiana Volodymyrivna Tiahun, Andrii Вorysovych Maznychko
2020 Bulletin of National Technical University KhPI Series System Analysis Control and Information Technologies  
MAZNYCHKO CLASSIFICATION OF DOCUMENTS OF INSURANCE FUND OF DOCUMENTATION OF UKRAINE In accordance with the Law of Ukraine «On the Insurance Fund for Documentation of Ukraine» and the Regulation on the  ...  The aim of the study is to establish uniform principles for the classification of documents of the insurance fund of documentation, information about which is entered in the State Register of documents  ... 
doi:10.20998/2079-0023.2020.01.06 fatcat:q3bmx3hm5rfijfpwbdw4hra7fq

The Method of Classification and Management of Documents in Electronic Document Management System of Academic Institutions

M. N. Krasnyansky, Tambov State Technical University, Tambov, Russia, A. D. Obukhov, Tambov State Technical University, Tambov, Russia
2018 Voprosy sovremennoj nauki i praktiki Universitet imeni V I Vernedskogo  
Obukhov Tambov State Technical University, Tambov, Russia Keywords: electronic document management system; document management; classification; machine learning. Abstract.  ...  The Method of Classification and Management of Documents in Electronic Document Management System of Academic Institutions M. N. Krasnyansky, A. D.  ... 
doi:10.17277/voprosy.2018.02.pp.203-216 fatcat:kzfucuirczcnhegifhkbpqnah4

Fire technical characteristics of building materials in the European and Russian regulatory documents. Problems of harmonization of research methods and classification
Пожарно-технические характеристики строительных материалов в европейских и российских нормативных документах. Проблемы гармонизации методов исследования и классификации

M. V. Gravit, O. V. Nedryshkin, A. A. Vaytitskiy, A. M. Shpakova, D. G. Nigmatullina
Part 2: Classification using data from fire-resistance, excluding ventilation services", êîòîðûé íå ãàðìîíèçèðîâàí. Êðîìå òîãî, îòñóòñòâóåò âçàèìîñâÿçü ñ ðîññèéñêîé êëàññèôèêàöèåé.  ...   òî aeå âðåìÿ êëàññèôèêàöèÿ èçäåëèÿ â çàâèñèìîñòè îò ïîëó÷åííûõ ðåçóëüòàòîâ äîëaeíà ïðèâîäèòüñÿ ñîãëàñíî ñòàíäàðòó EN 135012+A1:2009 "Fire classification of construction product building elements.  ...  To accelerate this process: l requires a systematic approach to the process of harmonization, a clear understanding of the hierarchy of the regulatory documents and their mappings, the so-called "road  ... 
doi:10.18322/pvb.2016.25.10.16-29 fatcat:4estbkgywbc53nq24et26jkabe

A Supervised Requirement-oriented Patent Classification Scheme Based on the Combination of Metadata and Citation Information

Fujin Zhu, Xuefeng Wang, Donghua Zhu, Yuqin Liu
2015 International Journal of Computational Intelligence Systems  
representation for the new method since it can obtain relatively high classification accuracy with a dramatically simplified document preprocessing process.  ...  Patent classification systems are applied extensively in innovative analysis. Existing patent classification schemes are either technology-dependent or TRIZ-based.  ...  Technical taxonomy Technical topic is the most important classification criterion for patent classification.  ... 
doi:10.1080/18756891.2015.1023588 fatcat:gj7ofy6yxvadnejhqlpgnpqfwi

Approaches and typology to be applied for building information models verification

Elena Makisha, A. Szeląg-Sikora
2019 E3S Web of Conferences  
The facet classification method involves the parallel division of a set of objects into independent classification groupings.  ...  It does not assume a rigid classification structure and preconstructed finite groupings. Classification groupings are formed by combining values taken from the corresponding facets.  ...  Facet "Source of requirements» Requirements of normative and technical documentation Requirements of normative and technical documentation are formed on the basis of officially approved standards of  ... 
doi:10.1051/e3sconf/201913201015 fatcat:ggryofkodfh6hlxqpivobhztbm

Use of the Japio Technical Field Dictionaries and Commercial Rule-based Engine for NTCIR-PatentMT

Tadaaki Oshio, Tomoharu Mitsuhashi, Tsuyoshi Kakita
2013 NTCIR Conference on Evaluation of Information Access Technologies  
document corpora which are also compiled by Japio.  ...  Japio performs various patent-related translation businesses, and owns the original patent-document-derived bilingual technical term database (Japio Terminology Database) to be used by the translators.  ...  We divided the set of source documents into 34 subsets according to the Japio classification in advance, and we switched the Japio Technical Field Dictionaries as well as the technical dictionaries of  ... 
dblp:conf/ntcir/OshioMK13 fatcat:iddxmoyjdbc3lha4etna7sninu

The Indexing of Current Research Information by the Library and Graduate Engineering Students

Harry E. Hand
1963 College and Research Libraries  
code or classification number for each document.  ...  After the classification code had been devised, there remained the task of actually indexing or coding the reliability documents according to the classification code adopted.  ... 
doi:10.5860/crl_24_06_464 fatcat:o3wigbz5yjdt5onrdddstbqnqa

Constructing Knowledge Classification Scheme in Industrial Technology via Domain Analysis: An Empirical Study [chapter]

Ming-Shu, Yuan, Fan-Hua, Nan, Gou-Chi, Lee
2012 Categories, Contexts and Relations in Knowledge Organization  
The study requested domain experts to extract technical knowledge according to a knowledge analysis process.  ...  This study combined three approaches of domain analysis such as special classifications, terminological studies, and bibliometrics to construct specialized technological knowledge classification scheme  ...  Disease prevention of technical documents was more than halves among the three, disease prevention of technical documents were more advanced because it had more technical documents in the field.  ... 
doi:10.5771/9783956504402-298 fatcat:3buwqawnencvnbxzv2pbpwcuz4

Basics and Implementation of Document Automation in the Image Processing Industry

Dirk Quilitzsch, Wolfgang Ziegler, D. Roy, G. Fragulis
2022 SHS Web of Conferences  
The metadata concept we consider is based on a PI classification and is the basis for controlled reuse and automation of the documentation creation process.  ...  In addition, the documentation should meet both quality requirements and increasing cost pressure.  ...  The next stage in the continuous optimization of technical documentation is measures to automate documentation.  ... 
doi:10.1051/shsconf/202213902005 fatcat:pbbjv4q4njb53lgd6mf6ffvhxy
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