@inproceedings{WiegandKlakow2019, author = {Michael Wiegand and Dietrich Klakow}, title = {Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach}, series = {Proceedings of the Sixth International Joint Conference on Natural Language Processing, October 14-18, 2013, Nagoya, Japan}, publisher = {Asian Federation of Natural Language Processing}, address = {Nagoya}, isbn = {978-4-9907348-0-0}, url = {https://nbn-resolving.org/urn:nbn:de:bsz:mh39-85012}, pages = {19 -- 27}, year = {2019}, abstract = {We explore the feasibility of contextual healthiness classification of food items. We present a detailed analysis of the linguistic phenomena that need to be taken into consideration for this task based on a specially annotated corpus extracted from web forum entries. For automatic classification, we compare a supervised classifier and rule-based classification. Beyond linguistically motivated features that include sentiment information we also consider the prior healthiness of food items.}, language = {en} }