Results 311 to 320 of about 229,295 (345)

Topic-Constrained Hierarchical Clustering for Document Datasets

2010
In this paper, we propose the topic-constrained hierarchical clustering, which organizes document datasets into hierarchical trees consistant with a given set of topics. The proposed algorithm is based on a constrained agglomerative clustering framework and a semi-supervised criterion function that emphasizes the relationship between documents and ...
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A Topic Detection Method for high dimensional datasets.

2014
Topics extraction from documents has become increasingly important due to its effectiveness in many tasks, including information retrieval, information filtering and organization of document collections in digital libraries. The Topic Detection consists to find the most significant topics within a document corpus.
AMATO, FLORA, Damiani, Pasquale, GARGIULO, francesco   +2 more
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LDA Topic Modeling Based Dataset Dependency Matrix Prediction

2019
Classification of text based datasets has many applications in the field of Computer Science. Some of the key application areas include scientific article recommendation, news article tagging, multimedia content search assistance, etc. We are interested in the problem of data placement of text based datasets in a distributed storage system. Distributed
Hindol Bhattacharya, Arnab Bhattacharya 0001, Samiran Chattopadhyay, Matangini Chattopadhyay   +3 more
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Topic Modeling in the ENRON Dataset

2022
Naciye Celebi, Narasimha K. Shashidhar
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Topic Detection in Domain Text Dataset: An FCA-Based Approach

Journal of Circuits, Systems and Computers
Text data contain a large amount of useful information, and various domain texts obtained after text data classification are the main body of text data research. Domain text data share a common domain background, so the topics in a domain have more overlap and finer differences.
Fugang Wang, Nianbin Wang, Shaobin Cai, Hongbin Wang 0001   +3 more
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ConvAI Dataset of Topic-Oriented Human-to-Chatbot Dialogues

2018
This paper contains the description and the analysis of the dataset collected during the Conversational Intelligence Challenge (ConvAI) which took place in 2017. During the evaluation round we collected over 4,000 dialogues from 10 chatbots and 1,000 volunteers.
Varvara Logacheva, Mikhail Burtsev, Valentin Malykh, Vadim Polulyakh, Aleksandr Seliverstov   +4 more
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The Evolution of Topic Modeling

ACM Computing Surveys, 2022
Rob Churchill, Lisa Singh
exaly  

DeepPavlov Topics: Topic Classification Dataset for Conversational Domain in English

2022
Beksultan Sagyndyk, Dilyara Baymurzina, Mikhail Burtsev   +2 more
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Exploring the Space of Topic Coherence Measures

Web Search and Data Mining, 2015
Michael Röder, A. Both, Alexander Hinneburg   +2 more
semanticscholar   +1 more source

Identifying Topic Modeling Technique in Evaluating Textual Datasets

2023
Nik Siti Madihah Nik Mangsor, Syerina Azlin Md Nasir, Shuzlina Abdul-Rahman, Zurina Ismail   +3 more
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