. . "This paper aims to explore the possibility of using Latent Dirichlet Allocation (LDA) for multi-document comparative summarization which detects the main differences in documents. The first two sections of this paper focus on the definition of comparative summarization and a brief explanation of using the LDA topic model in this context. In the last three sections, our novel method for multi-document comparative summarization using LDA is presented and also its results are compared with the results of a similar method based on Latent Semantic Analysis."@en . "Ostrava" . "66099" . "DATESO 2013" . . . "Vysok\u00E1 \u0161kola b\u00E1\u0148sk\u00E1 - Technick\u00E1 univerzita Ostrava" . "7"^^ . "23520" . . "topic model; latent semantic analysis; latent dirichlet allocation; comparative summarization"@en . . . . "Comparative Summarization via Latent Dirichlet Allocation" . "RIV/49777513:23520/13:43918393" . "2"^^ . . "[104444606CBD]" . "Comparative Summarization via Latent Dirichlet Allocation"@en . . . "Campr, Michal" . "I" . . "2"^^ . . . "P\u00EDsek" . . "Comparative Summarization via Latent Dirichlet Allocation" . . . "Je\u017Eek, Karel" . "2013-04-17+02:00"^^ . "Comparative Summarization via Latent Dirichlet Allocation"@en . "This paper aims to explore the possibility of using Latent Dirichlet Allocation (LDA) for multi-document comparative summarization which detects the main differences in documents. The first two sections of this paper focus on the definition of comparative summarization and a brief explanation of using the LDA topic model in this context. In the last three sections, our novel method for multi-document comparative summarization using LDA is presented and also its results are compared with the results of a similar method based on Latent Semantic Analysis." . "978-80-248-2968-5" . "RIV/49777513:23520/13:43918393!RIV14-MSM-23520___" . .