newSanitizer( $text ); $sanitizer->toLowercase(); $text = $sanitizer->sanitizeWith( $sanitizerFactory->newGenericRegExTokenizer(), $sanitizerFactory->newCdbStopwordAnalyzer( $languageCode ), $sanitizerFactory->newNullSynonymizer() ); $this->assertEquals( $expected, $text ); } public function textByLanguageProvider() { // https://en.wikipedia.org/wiki/Stop_words $provider[] = [ 'en', // 'In computing, stop words are words which are filtered out before or after processing of ' . 'natural language data (text).[1] Though stop words usually refer to the most common words ' . 'in a language, there is no single universal list of stop words used by all natural language ' . 'processing tools, and indeed not all tools even use such a list. Some tools specifically avoid ' . 'removing these stop words to support phrase search.', // 'computing stop words filtered processing natural language data text stop words refer common ' . 'words language single universal list stop words natural language processing tools list tools ' . 'specifically avoid removing stop words support phrase search' ]; // https://es.wikipedia.org/wiki/Palabra_vac%C3%ADa $provider[] = [ 'es', // 'Palabras vacías es el nombre que reciben las palabras sin significado como artículos, pronombres, ' . 'preposiciones, etc. que son filtradas antes o después del procesamiento de datos en lenguaje natural ' . '(texto). A Hans Peter Luhn, uno de los pioneros en recuperación de información, se le atribuye la ' . 'acuñación de la locución inglesa stop words y el uso del concepto en su diseño. Está controlada por ' . 'introducción humana y no automática.', // 'palabras vacías nombre que reciben palabras significado artículos pronombres preposiciones etc que ' . 'son filtradas después del procesamiento datos lenguaje natural texto hans peter luhn pioneros ' . 'recuperación información atribuye acuñación locución inglesa stop words del concepto diseño está ' . 'controlada introducción humana automática' ]; // https://de.wikipedia.org/wiki/Stoppwort $provider[] = [ 'de', // 'Stoppwörter nennt man im Information Retrieval Wörter, die bei einer Volltextindexierung nicht beachtet ' . 'werden, da sie sehr häufig auftreten und gewöhnlich keine Relevanz für die Erfassung des Dokumentinhalts ' . 'besitzen.', // 'stoppwörter nennt information retrieval wörter volltextindexierung beachtet häufig auftreten gewöhnlich ' . 'relevanz erfassung dokumentinhalts besitzen' ]; // https://en.wikipedia.org/wiki/Query_expansion $provider[] = [ 'en', // "The goal of query expansion in this regard is by increasing recall, precision can potentially increase " . "(rather than decrease as mathematically equated), by including in the result set pages which are more " . "relevant (of higher quality), or at least equally relevant. Pages which would not be included in the " . "result set, which have the potential to be more relevant to the user's desired query, are included, and " . "without query expansion would not have, regardless of relevance.", // "goal query expansion regard increasing recall precision potentially increase decrease mathematically " . "equated including result set pages relevant quality equally relevant pages included result set potential " . "relevant user desired query included query expansion relevance" ]; return $provider; } }