SenticNet Sample Clauses

SenticNet. SenticNet [Cambria et al, 2010] is a resource for opinion mining that aims to create a collection of commonly used ‘polarity concepts’, that is, concepts extracted from ConceptNet [Xxxxxx et al, 2007], with relatively strong positive or negative polarity. It is encoded in RDF/XML format on the base of HEO (Human Emotions Ontology), a high level ontology for human emotions that supplies the most significant concepts and properties which constitute the centrepiece for the description of every human emotion. SenticNet was inspired by SentiWordNet37, a lexical resource in which each WordNet synset is associated to three numerical scores describing how objective, positive and negative the terms contained in the synset are. However, differently from SentiWordNet (which also includes null polarity terms), SenticNet does not contain concepts with neutral or almost neutral polarity, i.e., concepts with polarity magnitude close to zero. SenticNet is freely available online and currently contains more than 5,700 polarity concepts (nearly 40% of the Open Mind corpus [Stork, 1999]), many of which are multiword, such as ‘accomplish goal’, ‘bad feeling’, etc. This is the format of the entry “agree” in SenticNet: <Description about="xxxx://xxxxxx.xxx/api/en/concept/agree"> <type resource="xxxx://xxxxxx.xxx/api/concept"/> <text xmlns="xxxx://xxxxxx.xxx/api">agree</text> <semantics xmlns="xxxx://xxxxxx.xxx/api" resource="xxxx://xxxxxx.xxx/api/en/concept/reach_tentative_agree ment"/> 37 xxxx://xxxxxxxxxxxx.xxxx.xxx.xx/ <semantics xmlns="xxxx://xxxxxx.xxx/api" resource="xxxx://xxxxxx.xxx/api/en/concept/thank"/> <semantics xmlns="xxxx://xxxxxx.xxx/api" resource="xxxx://xxxxxx.xxx/api/en/concept/comfort_friend"/> <semantics xmlns="xxxx://xxxxxx.xxx/api" resource="xxxx://xxxxxx.xxx/api/en/concept/forgive"/> <semantics xmlns="xxxx://xxxxxx.xxx/api" resource="xxxx://xxxxxx.xxx/api/en/concept/take_oath"/> <pleasantness xmlns="xxxx://xxxxxx.xxx/api" datatype="xxxx://xxx.x0.xxx/2001/XMLSchema#float">0.723</pleasan tness> <attention xmlns="xxxx://xxxxxx.xxx/api" datatype="xxxx://xxx.x0.xxx/2001/XMLSchema#float">0</attention> <sensitivity xmlns="xxxx://xxxxxx.xxx/api" datatype="xxxx://xxx.x0.xxx/2001/XMLSchema#float">0</sensitivity > <aptitude xmlns="xxxx://xxxxxx.xxx/api" datatype="xxxx://xxx.x0.xxx/2001/XMLSchema#float">0.98</aptitude > <polarity xmlns="xxxx://xxxxxx.xxx/api" datatype="xxxx://xxx.x0.xxx/2001/XMLSchema#float">0.568</polarit y> </Description>
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