Details
| Originalsprache | Englisch |
|---|---|
| Titel des Sammelwerks | Research and Advanced Technology for Digital Libraries |
| Untertitel | 21st International Conference on Theory and Practice of Digital Libraries |
| Herausgeber/-innen | Yannis Manolopoulos, Jaap Kamps, Giannis Tsakonas, Lazaros Iliadis, Ioannis Karydis |
| Herausgeber (Verlag) | Springer Verlag |
| Seiten | 261-273 |
| Seitenumfang | 13 |
| ISBN (elektronisch) | 9783319670089 |
| ISBN (Print) | 9783319670072 |
| Publikationsstatus | Veröffentlicht - 2 Sept. 2017 |
| Veranstaltung | 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017 - Thessaloniki, Griechenland Dauer: 18 Sept. 2017 → 21 Sept. 2017 |
Publikationsreihe
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Band | 10450 |
| ISSN (Print) | 0302-9743 |
| ISSN (elektronisch) | 1611-3349 |
Abstract
Social media archives serve as important historical information sources, and thus meaningful analysis and exploration methods are of immense value for historians, sociologists and other interested parties. In this paper, we propose an entity-centric approach to analyze social media archives and we define measures that allow studying how entities are reflected in social media in different time periods and under different aspects (like popularity, attitude, controversiality, and connectedness with other entities). A case study using a large Twitter archive of 4 years illustrates the insights that can be gained by such an entity-centric multi-aspect analysis.
ASJC Scopus Sachgebiete
- Mathematik (insg.)
- Theoretische Informatik
- Informatik (insg.)
Zitieren
- Standard
- Harvard
- Apa
- Vancouver
- BibTex
- RIS
Research and Advanced Technology for Digital Libraries: 21st International Conference on Theory and Practice of Digital Libraries. Hrsg. / Yannis Manolopoulos; Jaap Kamps; Giannis Tsakonas; Lazaros Iliadis; Ioannis Karydis. Springer Verlag, 2017. S. 261-273 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 10450).
Publikation: Beitrag in Buch/Bericht/Sammelwerk/Konferenzband › Aufsatz in Konferenzband › Forschung › Peer-Review
}
TY - GEN
T1 - Multi-aspect Entity-Centric Analysis of Big Social Media Archives
AU - Fafalios, Pavlos
AU - Iosifidis, Vasileios
AU - Stefanidis, Kostas
AU - Ntoutsi, Eirini
N1 - Funding information:. The work was partially funded by the European Commission for the ERC Advanced Grant ALEXANDRIA under grant No. 339233.
PY - 2017/9/2
Y1 - 2017/9/2
N2 - Social media archives serve as important historical information sources, and thus meaningful analysis and exploration methods are of immense value for historians, sociologists and other interested parties. In this paper, we propose an entity-centric approach to analyze social media archives and we define measures that allow studying how entities are reflected in social media in different time periods and under different aspects (like popularity, attitude, controversiality, and connectedness with other entities). A case study using a large Twitter archive of 4 years illustrates the insights that can be gained by such an entity-centric multi-aspect analysis.
AB - Social media archives serve as important historical information sources, and thus meaningful analysis and exploration methods are of immense value for historians, sociologists and other interested parties. In this paper, we propose an entity-centric approach to analyze social media archives and we define measures that allow studying how entities are reflected in social media in different time periods and under different aspects (like popularity, attitude, controversiality, and connectedness with other entities). A case study using a large Twitter archive of 4 years illustrates the insights that can be gained by such an entity-centric multi-aspect analysis.
UR - http://www.scopus.com/inward/record.url?scp=85029588163&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-67008-9_21
DO - 10.1007/978-3-319-67008-9_21
M3 - Conference contribution
AN - SCOPUS:85029588163
SN - 9783319670072
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 261
EP - 273
BT - Research and Advanced Technology for Digital Libraries
A2 - Manolopoulos, Yannis
A2 - Kamps, Jaap
A2 - Tsakonas, Giannis
A2 - Iliadis, Lazaros
A2 - Karydis, Ioannis
PB - Springer Verlag
T2 - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017
Y2 - 18 September 2017 through 21 September 2017
ER -