%0 Conference Paper %1 shivakumaraswamy19 %A Shivakumaraswamy, Ranjith %A Beyer, Christian %A Unnikrishnan, Vishnu %A Ntoutsi, Eirini %A Spiliopoulou, Myra %B Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2019) %D 2019 %K active-learning kmd stream-mining %P 108--111 %T Active Feature Acquistion for Opinion Stream Classification under Drift %U http://ceur-ws.org/Vol-2444/ialatecml_shortpaper3.pdf %X Active stream learning is frequently used to acquire labelsfor instances and less frequently to determine which features should beconsidered as the stream evolves. We introduce a framework for activefeature selection, intended to adapt the feature space of a polarity learnerover a stream of opinionated documents. We report on the first results ofour framework on substreams of reviews on different product categories.

@inproceedings{shivakumaraswamy19, abstract = {Active stream learning is frequently used to acquire labelsfor instances and less frequently to determine which features should beconsidered as the stream evolves. We introduce a framework for activefeature selection, intended to adapt the feature space of a polarity learnerover a stream of opinionated documents. We report on the first results ofour framework on substreams of reviews on different product categories.}, added-at = {2020-01-13T10:12:57.000+0100}, author = {Shivakumaraswamy, Ranjith and Beyer, Christian and Unnikrishnan, Vishnu and Ntoutsi, Eirini and Spiliopoulou, Myra}, biburl = {https://www.bibsonomy.org/bibtex/2b6fd8a2002452bc6fbf49e17e57ada9c/kmd-ovgu}, booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2019)}, interhash = {04ed309a42ac203063ca870ac3005208}, intrahash = {b6fd8a2002452bc6fbf49e17e57ada9c}, keywords = {active-learning kmd stream-mining}, organization = {CEUR Workshop}, pages = {108--111}, timestamp = {2020-01-13T10:12:57.000+0100}, title = {Active Feature Acquistion for Opinion Stream Classification under Drift}, url = {http://ceur-ws.org/Vol-2444/ialatecml_shortpaper3.pdf}, year = 2019 }