Finding related forum posts through content similarity over intention-based segmentation (extended abstract)

Dimitra Papadimitriou; Georgia Koutrika; Yannis Velegrakis; John Mylopoulos

doi:10.1109/ICDE.2018.00260

Finding related forum posts through content similarity over intention-based segmentation (extended abstract)

Dimitra Papadimitriou
, Georgia Koutrika
, Yannis Velegrakis
, John Mylopoulos

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Abstract

We study the problem of finding related forum posts to a post at hand. We developed a multi-segment matching technique that considers posts as a set of segments each one written with a different goal in its author mind and computes the relatedness between two posts based on the similarity of their respective segments that are intended for the same goal. The questions are how our method identifies such segments, how it figures out for what each segment is intended and how it exploits this information to rank the posts. We experimentally illustrate the effectiveness and efficiency of our segmentation method and overall approach of finding related forum posts.

Original language	English
Title of host publication	Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018
Publisher	IEEE
Pages	1805-1806
Number of pages	2
ISBN (Electronic)	9781538655207
DOIs	https://doi.org/10.1109/ICDE.2018.00260
Publication status	Published - 24 Oct 2018
Event	34th IEEE International Conference on Data Engineering, ICDE 2018 - Paris, France Duration: 16 Apr 2018 → 19 Apr 2018

Conference

Conference	34th IEEE International Conference on Data Engineering, ICDE 2018
Country/Territory	France
City	Paris
Period	16/04/18 → 19/04/18

Keywords

Clustering
Document
Retrieval
Segment
Top K

Access to Document

10.1109/ICDE.2018.00260

Cite this

@inproceedings{64c6c895755b45a4be6bdd988c7ae58b,

title = "Finding related forum posts through content similarity over intention-based segmentation (extended abstract)",

abstract = "We study the problem of finding related forum posts to a post at hand. We developed a multi-segment matching technique that considers posts as a set of segments each one written with a different goal in its author mind and computes the relatedness between two posts based on the similarity of their respective segments that are intended for the same goal. The questions are how our method identifies such segments, how it figures out for what each segment is intended and how it exploits this information to rank the posts. We experimentally illustrate the effectiveness and efficiency of our segmentation method and overall approach of finding related forum posts.",

keywords = "Clustering, Document, Retrieval, Segment, Top K",

author = "Dimitra Papadimitriou and Georgia Koutrika and Yannis Velegrakis and John Mylopoulos",

year = "2018",

month = oct,

day = "24",

doi = "10.1109/ICDE.2018.00260",

language = "English",

pages = "1805--1806",

booktitle = "Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018",

publisher = "IEEE",

address = "United States",

note = "34th IEEE International Conference on Data Engineering, ICDE 2018 ; Conference date: 16-04-2018 Through 19-04-2018",

}

Papadimitriou, D, Koutrika, G, Velegrakis, Y & Mylopoulos, J 2018, Finding related forum posts through content similarity over intention-based segmentation (extended abstract). in Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018., 8509481, IEEE, pp. 1805-1806, 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, 16/04/18. https://doi.org/10.1109/ICDE.2018.00260

Finding related forum posts through content similarity over intention-based segmentation (extended abstract). / Papadimitriou, Dimitra; Koutrika, Georgia; Velegrakis, Yannis et al.
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, 2018. p. 1805-1806 8509481.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Finding related forum posts through content similarity over intention-based segmentation (extended abstract)

AU - Papadimitriou, Dimitra

AU - Koutrika, Georgia

AU - Velegrakis, Yannis

AU - Mylopoulos, John

PY - 2018/10/24

Y1 - 2018/10/24

N2 - We study the problem of finding related forum posts to a post at hand. We developed a multi-segment matching technique that considers posts as a set of segments each one written with a different goal in its author mind and computes the relatedness between two posts based on the similarity of their respective segments that are intended for the same goal. The questions are how our method identifies such segments, how it figures out for what each segment is intended and how it exploits this information to rank the posts. We experimentally illustrate the effectiveness and efficiency of our segmentation method and overall approach of finding related forum posts.

AB - We study the problem of finding related forum posts to a post at hand. We developed a multi-segment matching technique that considers posts as a set of segments each one written with a different goal in its author mind and computes the relatedness between two posts based on the similarity of their respective segments that are intended for the same goal. The questions are how our method identifies such segments, how it figures out for what each segment is intended and how it exploits this information to rank the posts. We experimentally illustrate the effectiveness and efficiency of our segmentation method and overall approach of finding related forum posts.

KW - Clustering

KW - Document

KW - Retrieval

KW - Segment

KW - Top K

UR - https://www.scopus.com/pages/publications/85057075664

U2 - 10.1109/ICDE.2018.00260

DO - 10.1109/ICDE.2018.00260

M3 - Conference contribution

AN - SCOPUS:85057075664

SP - 1805

EP - 1806

BT - Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018

PB - IEEE

T2 - 34th IEEE International Conference on Data Engineering, ICDE 2018

Y2 - 16 April 2018 through 19 April 2018

ER -

Finding related forum posts through content similarity over intention-based segmentation (extended abstract)

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Keywords

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