Deusto tech minería de opiniones y análisis de sentimientos

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Hotel Review

Opinion Classifier

Insertamos la crítica a analizar

La aplicación la analiza mediante un clasificador probabilístico previamente entrenado

Recibimos un informe con la evaluación positiva/negativa de la crítica

Taxonomy-based Opinion Dataset Id: LSI-Opinion Grupo: Departamento de Lenguajes y Sistemas Informáticos – Universidad de Sevilla Tema: Hoteles Tamaño: 988 documentos Idioma: Inglés Posibles clasificaciones: rating 1-5 Otros: Contiene taxonomía de características del producto.

Maximum Entropy Classifier

Trainer data Tokenize

Part-of-Speech

Lematización

Polarization (Q-Wordnet)

Creación de Atributos

Classify Tokenize

Part-of-Speech

Lematización

Polarization (Q-Wordnet)

Creación de Atributos

Clasificación de la crítica

Corpus

Review

Supervised Learning

Britannia International Hotel Review From Booking.com

Friendly, helpful staff, super and nicely decorated large room with lovely view of the river. As a solo traveler I am used to being put in "broom cupboards" or rooms with no view whatsoever except a brick wall opposite, but this one ticked all the right boxes. The bathroom was very nice too and there was some very good quality complementary toiletries. Hotel is well located about five minutes' walk from Canary Wharf underground and local shopping mall. Just one thing - I would have appreciated a small safe in the room for valuables. At the moment you have to take your valuables to reception and, if I remember rightly, pay for the use of a safe. Service and food was good but not worth the price had better food in hotels half the price.

Britannia International Hotel Review From Booking.com

[“Friendly”],[“,”],[“ helpful”],[“staff”],[“, ”], [“super”], [“and”], [“nicely ”], [“decorated ”], [“large ”], [“room ”], [“with ”], [“lovely ”], [“view ”], [“of ”], [“the ”], [“river ”], [“.”] [“ As ”], [“ a ”], [“solo ”], [“traveler ”], [“I ”], [“am ”], [“used ”], [“to ”], [“being ”], [“put ”], [“in ”], [“" ”], [“broom ”], [“cupboards ”], [“ " ”], [“or ”], [“rooms ”], [“with ”], [“no ”], [“view ”], [“whatsoever ”], [“except ”], [“a ”], [“brick ”], [“wall ”], [“opposite ”], [“, ”], [“but ”], [“this ”], [“one ”], [“ticked ”], [“all ”], [“the ”], [“right ”], [“boxes ”], [“. ”] …

Britannia International Hotel Review From Booking.com

[“Friendly”] RB Adverb [“,”] , , [“ helpful”] JJ Adjective [“staff”] NN Noun [“, ”] , , [“super”] JJ Adjective [“and”] CC Coordinating conjunction [“nicely ”] RB Adverb [“decorated ”] VBN Verb (Past participle) [“large ”] JJ Adjective [“room ”] NN Noun [“with ”] IN Preposition [“lovely ”] JJ Adjective [“view ”] NN Noun [“of ”] IN Preposition [“the ”] DT Determiner [“river ”] NN Noun [“.”] . . …

Britannia International Hotel Review From Booking.com

[“Friendly”] friendly [“,”] , [“ helpful”] helpful [“staff”] staff [“, ”] ,, [“super”] super [“and”] and [“nicely ”] nicely [“decorated ”] decorate [“large ”] large [“room ”] room … [“ticked”] tick [“all”] all [“the ”] the [“right ”] right [“boxes ”] box [“the ”] the [“bathroom”] bathroom [“was ”] be …

Britannia International Hotel Review From Booking.com

[“Friendly”] RB [“,”] , [“ helpful”] JJ [“staff”] NN [“, ”] , [“super”] JJ Positive [“and”] CC [“nicely ”] RB [“decorated ”] VBN [“large ”] JJ Positive [“room ”] NN [“with ”] IN [“lovely ”] JJ Positive [“view ”] NN [“of ”] IN [“the ”] DT [“river ”] NN [“.”] . …

Britannia International Hotel Review From Booking.com

{ lemma_large_lemma+1_room=1.0, lemma_lovely=1.0, lemma_room=1.0, lemma_super_polarity=1.0, lemma_super_lemma-1_staff=1.0, lemma_lovely_POS_JJ=1.0, lemma_staff=1.0, lemma_super_lemma+1_and=1.0, lemma_super_POS_JJ=1.0, lemma_helpful=1.0, lemma_lovely_jj_large=1.0, lemma_large=1.0, lemma_view_POS_NN=1.0, lemma_large_polarity=1.0, lemma_helpful_lemma+1_staff=1.0, …

Britannia International Hotel Review

From Booking.com About room: Friendly, helpful staff, super and nicely decorated large room with lovely view of the river., As a solo traveler I am used to being put in "broom cupboards" or rooms with no view whatsoever except a brick wall opposite, but this one ticked all the right boxes. … About staff: Friendly, helpful staff, super and nicely decorated large room with lovely view of the river., At the moment you have to take your valuables to reception and, if I remember rightly, pay for the use of a safe. About facilities: Hotel is well located about five minutes' walk from Canary Wharf underground and local shopping mall. About service: Service and food was good but not worth the price had better food in hotels half the price.

Britannia International Hotel Review From Booking.com

About room: Friendly, helpful staff, super and nicely decorated large room with lovely view of the river., As a solo traveler I am used to being put in "broom cupboards" or rooms with no view whatsoever except a brick wall opposite, but this one ticked all the right boxes. … About staff: Friendly, helpful staff, super and nicely decorated large room with lovely view of the river., At the moment you have to take your valuables to reception and, if I remember rightly, pay for the use of a safe. About facilities: Hotel is well located about five minutes' walk from Canary Wharf underground and local shopping mall. About service: Service and food was good but not worth the price had better food in hotels half the price.

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