@InProceedings{teng:LIPIcs.ISAAC.2018.1, author = {Teng, Shang-Hua}, title = {{Going Beyond Traditional Characterizations in the Age of Big Data and Network Sciences}}, booktitle = {29th International Symposium on Algorithms and Computation (ISAAC 2018)}, pages = {1:1--1:1}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-094-1}, ISSN = {1868-8969}, year = {2018}, volume = {123}, editor = {Hsu, Wen-Lian and Lee, Der-Tsai and Liao, Chung-Shou}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ISAAC.2018.1}, URN = {urn:nbn:de:0030-drops-99495}, doi = {10.4230/LIPIcs.ISAAC.2018.1}, annote = {Keywords: scalable algorithms, axiomatization, graph sparsification, local algorithms, advanced sampling, big data, network sciences, machine learning, social influence, beyond graph theory} }