%0 Journal Article %1 tahmasebi2015visions %A Tahmasebi, Nina %A Borin, Lars %A Capannini, Gabriele %A Dubhashi, Devdatt %A Exner, Peter %A Forsberg, Markus %A Gossen, Gerhard %A Johansson, FredrikD. %A Johansson, Richard %A K\aagebäck, Mikael %A Mogren, Olof %A Nugues, Pierre %A Risse, Thomas %D 2015 %I Springer Berlin Heidelberg %J International Journal on Digital Libraries %K alexandria analysis culturomics einfrastructure escience knowlege myown nlp %N 2-4 %P 169-187 %R 10.1007/s00799-015-0139-1 %T Visions and open challenges for a knowledge-based culturomics %U http://dx.doi.org/10.1007/s00799-015-0139-1 %V 15 %X The concept of culturomics was born out of the availability of massive amounts of textual data and the interest to make sense of cultural and language phenomena over time. Thus far however, culturomics has only made use of, and shown the great potential of, statistical methods. In this paper, we present a vision for a knowledge-based culturomics that complements traditional culturomics. We discuss the possibilities and challenges of combining knowledge-based methods with statistical methods and address major challenges that arise due to the nature of the data; diversity of sources, changes in language over time as well as temporal dynamics of information in general. We address all layers needed for knowledge-based culturomics, from natural language processing and relations to summaries and opinions.

@article{tahmasebi2015visions, abstract = {The concept of culturomics was born out of the availability of massive amounts of textual data and the interest to make sense of cultural and language phenomena over time. Thus far however, culturomics has only made use of, and shown the great potential of, statistical methods. In this paper, we present a vision for a knowledge-based culturomics that complements traditional culturomics. We discuss the possibilities and challenges of combining knowledge-based methods with statistical methods and address major challenges that arise due to the nature of the data; diversity of sources, changes in language over time as well as temporal dynamics of information in general. We address all layers needed for knowledge-based culturomics, from natural language processing and relations to summaries and opinions.}, added-at = {2015-03-30T11:50:55.000+0200}, author = {Tahmasebi, Nina and Borin, Lars and Capannini, Gabriele and Dubhashi, Devdatt and Exner, Peter and Forsberg, Markus and Gossen, Gerhard and Johansson, FredrikD. and Johansson, Richard and K{\aa}geb{\"a}ck, Mikael and Mogren, Olof and Nugues, Pierre and Risse, Thomas}, biburl = {https://www.bibsonomy.org/bibtex/2555b26802ecd4479db798697b361f954/trisse69}, doi = {10.1007/s00799-015-0139-1}, interhash = {7b3ff6b86647ffa06eb9c7ade69561be}, intrahash = {555b26802ecd4479db798697b361f954}, issn = {1432-5012}, journal = {International Journal on Digital Libraries}, keywords = {alexandria analysis culturomics einfrastructure escience knowlege myown nlp}, language = {English}, number = {2-4}, pages = {169-187}, publisher = {Springer Berlin Heidelberg}, timestamp = {2017-04-07T12:14:37.000+0200}, title = {Visions and open challenges for a knowledge-based culturomics}, url = {http://dx.doi.org/10.1007/s00799-015-0139-1}, volume = 15, year = 2015 }