Izenburua: Big Data and NLP at Trivago…………….(Big Data eta hizkuntzaren prozesamendua hotelak bilatzeko Trivago aplikazioan)
Hizlaria: Min Fang
Eguna: ekainaren 8an
Ordua: 10:00 – 11:00
Gela: 3.2 gela. Informatika Fakultatea (UPV/EHU)
Abstract:
Hoteletako bezeroek idazten dituzten balorazioetatik aldeko eta kontrako iritziak automatikoki lortzea da helburua, ikasketa automatikoa, analisi estatistikoa eta “Big data” teknikak erabilita. Sentimenduen analisia lantzen du.
I’m interested in getting insights from data by applying natural language processing, machine learning and statistical analyses. Ideally, those insights can then be turned into useful applications or facilitate higher level decisions.
Together with our software engineers I take care of our NLP capabilities: We work on improving and maintaining a highly flexible and scalable pipeline that is geared towards aspect-based sentiment analysis (and more in the future). Extracting knowledge from a large number of natural language texts allows us to understand our domain better and enhance the experience for our users.
Our technology stack includes:
– Python and Java
– R for analysis
– AWS for infrastructure
