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Research article

First published 2023-5

Contextual Text Coding: A Mixed-methods Approach for Large-scale Textual Data

Matty Lichtenstein, Zawadi Rucks-Ahidiana

Sociological Methods & Research

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Research article

First published 2024-02

Texts and Images as Data in Qualitative Social Research: Proposing a Common Methodological Approach

Martin Radermacher

International Journal of Qualitative Methods

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Research article

First published 2026-4

Efficient Processing of Long Sequence Text Data in Transformer: An Examination of Five Different Approaches

Zihao Jia, Philseok Lee

Organizational Research Methods

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Research article

First published 2020-12-18

An approach for outlier and novelty detection for text data based on classifier confidence

Nikola Pižurica, Savo Tomović

The European Journal on Artificial Intelligence

Open access

Research article

First published 2022-2

Approach for Multi-Label Text Data Class Verification and Adjustment Based on Self-Organizing Map and Latent Semantic Analysis

Pavel Stefanovič, Olga Kurasova

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2018-7

A Multitheoretical Approach to Big Text Data: Comparing Expressive and Rhetorical Logics in Yelp Reviews

Drew Margolin, David M. Markowitz

Communication Research

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Research article

First published 2019-12

Using a Text-as-Data Approach to Understand Reform Processes: A Deep Exploration of School Improvement Strategies

Min Sun, Jing Liu, Junmeng Zhu [...]

Educational Evaluation and Policy Analysis

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Research article

First published 2024-12

Text and Voice Message Distraction Detection: A Machine Learning Approach Using Vehicle Trajectory Data

Abolfazl Taherpour, Parisa Masoumi, Alireza Ansariyar [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023

Discovering research data management trends from job advertisements using a text-mining approach

Naseema Sheriff, R Sevukan

Journal of Information Science

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Research article

First published 2025-4

From Textual Data to Theoretical Insights: Introducing and Applying the Word-Text-Topic Extraction Approach

Jaewoo Jung, Wenjun Zhou, Anne D. Smith

Organizational Research Methods

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