TY - CHAP U1 - Konferenzveröffentlichung A1 - Wiegand, Michael A1 - Klakow, Dietrich T1 - Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach T2 - Proceedings of the Sixth International Joint Conference on Natural Language Processing, October 14-18, 2013, Nagoya, Japan N2 - 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. KW - Computerlinguistik KW - Information Extraction KW - Maschinelles Lernen KW - Lebensmittel KW - Natürliche Sprache Y1 - 2013 U6 - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-85012 UN - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-85012 UR - https://aclanthology.info/papers/I13-1003/i13-1003 SN - 978-4-9907348-0-0 SB - 978-4-9907348-0-0 SP - 19 EP - 27 PB - Asian Federation of Natural Language Processing CY - Nagoya ER -