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Reproduzierbare Textanalysen mit Topic Modeling

open access: yes, 2023
Vortrag vom 02.11.2022 im Rahmen der Vortragsreihe "Practices and Tools of Open Science (PTOS)"Topic Modeling ist eine beliebte Text-Mining-Methode, um die zentralen Themen in großen Textsammlungen zu finden.
Bittermann, André
core   +1 more source

Topic Modeling: Perspectives From a Literature Review

open access: yesIEEE Access, 2023
Topic modeling is a Natural Language Processing technique that has gained popularity over the last ten years, with applications in multiple fields of knowledge.
Andres M. Grisales A.   +2 more
doaj   +1 more source

Syntactic Topic Models

open access: yesCoRR, 2010
The syntactic topic model (STM) is a Bayesian nonparametric model of language that discovers latent distributions of words (topics) that are both semantically and syntactically coherent. The STM models dependency parsed corpora where sentences are grouped into documents.
Jordan L. Boyd-Graber, David M. Blei
openaire   +4 more sources

A topic modeling algorithm for microblogs [PDF]

open access: yes, 2022
openI topic model nascono come strumenti per ottenere una breve descrizione dei documenti di una collezione e allo stesso tempo preservare le relazioni statistiche essenziali tra le parole contenute nei testi; le rappresentazioni compatte di documenti ...
TOTO, GIOVANNI
core  

Deutsch-japanische Leitmotivstrukturen in digitalisierten Übersetzungskorpora

open access: yesTextpraxis, 2017
Am Beispiel einer Probestudie zum Topic Modeling japanischer Thomas Mann-Übersetzungen reflektiert das Arbeitspapier Möglichkeiten und Herausforderungen einer digitalen Literaturforschung. Eine sich an Ramsays algorithmic criticism orientierende, de- und
Mueller, Nicole M.
doaj   +1 more source

Structural topic modeling regression results.

open access: yes, 2022
Structural topic modeling regression results.
Dimitrios Zaras (12042777)   +2 more
core   +1 more source

Topic modeling in natural language texts

open access: yesТруды Института системного программирования РАН, 2018
Topic modeling is a method for building a model of a collection of text documents. The model is able to determine topics for each of documents. Shifting from term space to space of extracted topics helps resolving synonymy and polysemy of terms. Besides,
Anton Korshunov, Andrey Gomzin
doaj   +1 more source

Differential Topic Models [PDF]

open access: yesIEEE Transactions on Pattern Analysis and Machine Intelligence, 2015
In applications we may want to compare different document collections: they could have shared content but also different and unique aspects in particular collections. This task has been called comparative text mining or cross-collection modeling.
Changyou Chen   +4 more
openaire   +4 more sources

topic-modeling-tool-FR: Working prototype

open access: yes, 2015
Fork of topic-modeling-tool with hardcoded --token-regex option.
Simon Hengchen
core   +1 more source

Exploring Gamification Research Trends Using Topic Modeling

open access: yesIEEE Access, 2023
Gamification holds significant importance as an efficacious means to motivate individuals, stimulate their engagement, and foster desired behaviors. There is an increasing interest among researchers in exploring the domain of gamification.
Ahmet Ayaz   +6 more
doaj   +1 more source

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