sentimenttiä

Sentimenttiä is the partitive singular form of sentimentti, a Finnish noun meaning sentiment or emotional tone. In Finnish linguistics, sentimentti refers to the affective attitude expressed by language, including polarity (positive, negative, neutral) and the intensity or mood conveyed. The term is used in discourse analysis, literary studies, marketing research, and computational linguistics to describe the emotional coloring of text or speech.

Grammatical notes: sentimentti is a countable noun in Finnish, and its partitive form sentimenttiä is used in constructions involving indefinite quantities or partial objects, for example in evaluative statements: tekstin sentimenttiä tutkittiin. The word can appear in compound phrases such as sentimentteihin liittyvä tulkinta. In plural form, the noun becomes sentimenttejä.

In computational linguistics, sentimenttiä (and its English equivalent sentiment) is central to sentiment analysis, the task of automatically determining the polarity and sometimes the intensity of opinions expressed in text. Finnish sentiment analysis faces challenges due to rich morphology, negation, sarcasm, and context-dependent meaning, as well as dialectal variation. Common approaches include lexicon-based methods, machine learning, and the use of multilingual transformers trained on Finnish data. Applications include brand monitoring, customer feedback analysis, and social media monitoring.

See also: sentiment analysis, affective computing, opinion mining.