%0 Conference Paper %1 conf/ercimdl/FafaliosISN17 %A Fafalios, Pavlos %A Iosifidis, Vasileios %A Stefanidis, Kostas %A Ntoutsi, Eirini %B International Conference on Theory and Practice of Digital Libraries %D 2017 %E Kamps, Jaap %E Tsakonas, Giannis %E Manolopoulos, Yannis %E Iliadis, Lazaros %E Karydis, Ioannis %I Springer %K 2017 alexandria %P 261-273 %T Multi-aspect Entity-Centric Analysis of Big Social Media Archives. %U https://link.springer.com/chapter/10.1007/978-3-319-67008-9_21 %X 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. %@ 978-3-319-67008-9

@inproceedings{conf/ercimdl/FafaliosISN17, 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.}, added-at = {2018-01-30T14:18:51.000+0100}, author = {Fafalios, Pavlos and Iosifidis, Vasileios and Stefanidis, Kostas and Ntoutsi, Eirini}, biburl = {https://www.bibsonomy.org/bibtex/2cb29d030f88f06e1fe7162eefd247b9c/alexandriaproj}, booktitle = {International Conference on Theory and Practice of Digital Libraries}, crossref = {conf/ercimdl/2017}, editor = {Kamps, Jaap and Tsakonas, Giannis and Manolopoulos, Yannis and Iliadis, Lazaros and Karydis, Ioannis}, ee = {https://doi.org/10.1007/978-3-319-67008-9_21}, interhash = {a4b5db74102ca19fdfcbc82c8b96c3cf}, intrahash = {cb29d030f88f06e1fe7162eefd247b9c}, isbn = {978-3-319-67008-9}, keywords = {2017 alexandria}, pages = {261-273}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2018-01-30T14:18:51.000+0100}, title = {Multi-aspect Entity-Centric Analysis of Big Social Media Archives.}, url = {https://link.springer.com/chapter/10.1007/978-3-319-67008-9_21}, year = 2017 }