From 1d6a244a9a9447d95097ca09c9433f169e0a3e03 Mon Sep 17 00:00:00 2001 From: Simon Gruber Date: Mon, 15 Jan 2024 08:17:55 +0100 Subject: [PATCH] feedback --- chapters/c20_grundlagen/stand_der_technik.tex | 8 ++++---- main.pdf | Bin 1252227 -> 1252192 bytes 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/chapters/c20_grundlagen/stand_der_technik.tex b/chapters/c20_grundlagen/stand_der_technik.tex index 5f5bf00..b782094 100644 --- a/chapters/c20_grundlagen/stand_der_technik.tex +++ b/chapters/c20_grundlagen/stand_der_technik.tex @@ -3,12 +3,12 @@ \subsection{Texterkennungssysteme} -Optische Texterkennung wird in der Informationstechnik eingesetzt, um Textinhalte aus gedruckten oder digital reasterisierten Medien zu extrahieren. Dieses Verfahren kann für diverse Anwendungsgebiete genutzt werden, wie beispielsweise für Handschrifterkennung oder für das Ablesen von Nummernschildern eines Autos \mcite{asif2014overview}. Auf dem Markt gibt es dafür bereits viele kommerzielle Komplettlösungen wie "IronOCR", "Google Cloud Vision", "Amazon Textract" oder "Microsoft Azure Computer Vision", die oftmals sehr gute Ergebnisse erzielen und sich gut in bestehende Prozesse oder Anwendungen integrieren lassen \mcite{the_old_bailey_and_ocr, cc_platforms_comparison}. +Optische Texterkennung wird in der Informationstechnik eingesetzt, um Textinhalte aus gedruckten oder digital rasterisierten Medien zu extrahieren. Dieses Verfahren kann für diverse Anwendungsgebiete genutzt werden, wie beispielsweise für Handschrifterkennung oder für das Ablesen von Nummernschildern eines Autos \mcite{asif2014overview}. Auf dem Markt gibt es dafür bereits viele kommerzielle Komplettlösungen wie "IronOCR", "Google Cloud Vision", "Amazon Textract" oder "Microsoft Azure Computer Vision", die oftmals gute Ergebnisse mit geringen Fehlerraten erzielen und sich in bestehende Prozesse oder Anwendungen integrieren lassen \mcite{the_old_bailey_and_ocr, cc_platforms_comparison}. -Heutige Texterkennungssysteme arbeiten oft mit neuralen Netzwerken sowie fortgeschrittenen Bildverarbeitungsalgorithmen, um Text in Bilddateien zu erkennen und zu extrahieren. Während es zahlreiche wissenschaftliche Werke zur grundlegenden Funktionsweise von optischen Texterkennungswerkzeugen gibt (beispielsweise \fluentcite{eikvil1993optical} oder \fluentcite{islam2017survey}), werden die genauen Schritte zur richtigen Vorbereitung der Bilddaten -- besonders in Bezug auf Screenshots -- oftmals nur oberflächlich behandelt. +Heutige Texterkennungssysteme arbeiten oft mit einer Kombination aus neuralen Netzwerken und fortgeschrittenen Bildverarbeitungsalgorithmen, um Texte zu erkennen. Während es zahlreiche wissenschaftliche Werke zur grundlegenden Funktionsweise von optischen Texterkennungswerkzeugen gibt (beispielsweise \fluentcite{eikvil1993optical} oder \fluentcite{islam2017survey}), werden die genauen Schritte zur richtigen Vorbereitung der Bilddaten -- besonders in Bezug auf Screenshots -- oftmals nur oberflächlich behandelt. \subsection{Filterung der Ergebnisdaten} -Das Themengebiet des Natural Language Processing beschäftigt sich mit der Interaktion zwischen menschlicher Sprache und Computern. Techniken aus der Informatik, Linguistik und dem maschinellen Lernen werden kombiniert, um mit menschlicher Sprache umzugehen und beispielsweise Textanalyse, Übersetzungen, Spracherkennung oder Dialogsysteme möglich zu machen \mcite{chowdhary2020natural}. Durch die große Aufmerksamkeit und die vielseitige Nutzung der Technologien -- angefanen von automatischer Rechtschreibkontrolle bis hin zu digitalen Sprachassistenten -- sowie dem Aufkommen von neuronalen Netzwerken wurden in diesem Forschungsgebiet in den letzten Jahren immer wieder Fortschritte erzielt \mcite{kalyanathaya2019advances, 10.1145/219717.219778}. +Das Themengebiet des Natural Language Processing beschäftigt sich mit der Interaktion zwischen menschlicher Sprache und Computern. Techniken aus der Informatik, Linguistik und dem maschinellen Lernen werden kombiniert, um mit menschlicher Sprache umzugehen und beispielsweise Textanalyse, Übersetzungen, Spracherkennung oder Dialogsysteme möglich zu machen \mcite{chowdhary2020natural}. Durch die große Aufmerksamkeit und die vielseitige Nutzung der Technologien -- von automatischer Rechtschreibkontrolle bis hin zu digitalen Sprachassistenten -- sowie dem Aufkommen von neuronalen Netzwerken wurden in diesem Forschungsgebiet in den letzten Jahren immer wieder Fortschritte erzielt \mcite{kalyanathaya2019advances, 10.1145/219717.219778}. -Dadurch gibt es zahlreiche wissenschaftliche Ressourcen, die als Grundlage für die in dieser Bachelorarbeit verwendeten Vorgehensweise zur Interpretation und Extraktion relevanter Schlagworte aus den erkannten Freitextdaten dienen. \ No newline at end of file +Dadurch gibt es zahlreiche wissenschaftliche Ressourcen, die als Grundlage für die Vorgehensweise zur Interpretation und Extraktion relevanter Schlagworte aus den erkannten Freitextdaten dienen. \ No newline at end of file diff --git a/main.pdf b/main.pdf index dc03172fa07f4a3111d65719b1c3a849331744ff..541b0bd5be4932cb0f36bcfa2281e54d3822256e 100644 GIT binary patch delta 58815 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