function convertUthamniQueryToSimple($query) { $queryWords = explode(" ", $query); $newQueryArr = array(); foreach ($queryWords as $index => $word) { if (empty($word)) { continue; } $simpleWord = getItemFromUthmaniToSimpleMappingTable($word); if (empty($simpleWord)) { $simpleWord = shallowUthmaniToSimpleConversion($word); } $newQueryArr[] = $simpleWord; } return implode(" ", $newQueryArr); }
/** Returns words from QAC by PoS tags - grouped by lemma **/ function getWordsByPos(&$finalTerms, $POS) { global $LEMMA_TO_SIMPLE_WORD_MAP; $qacPosEntryArr = getModelEntryFromMemory("AR", "MODEL_QAC", "QAC_POS", $POS); $QURAN_TEXT = getModelEntryFromMemory("AR", "MODEL_CORE", "QURAN_TEXT", ""); $TOTALS = getModelEntryFromMemory("AR", "MODEL_CORE", "TOTALS", ""); $PAUSEMARKS = $TOTALS['PAUSEMARKS']; $WORDS_FREQUENCY = getModelEntryFromMemory("AR", "MODEL_CORE", "WORDS_FREQUENCY", ""); // Get all segment in QAC for that PoS foreach ($qacPosEntryArr as $location => $segmentId) { $qacMasterTableEntry = getModelEntryFromMemory("AR", "MODEL_QAC", "QAC_MASTERTABLE", $location); // get Word, Lema and root $segmentWord = $qacMasterTableEntry[$segmentId - 1]['FORM_AR']; $segmentWordLema = $qacMasterTableEntry[$segmentId - 1]['FEATURES']['LEM']; $segmentWordRoot = $qacMasterTableEntry[$segmentId - 1]['FEATURES']['ROOT']; $verseLocation = substr($location, 0, strlen($location) - 2); //$segmentWord = removeTashkeel($segmentWord); // get word index in verse $wordIndex = getWordIndexFromQACLocation($location); //$segmentFormARimla2y = $UTHMANI_TO_SIMPLE_WORD_MAP_AND_VS[$segmentWord]; // get simple version of the word index $imla2yWordIndex = getImla2yWordIndexByUthmaniLocation($location); // get verse text $verseText = getVerseByQACLocation($QURAN_TEXT, $location); //echoN("|$segmentWord|$imla2yWord"); $segmentWordNoTashkeel = removeTashkeel($segmentWordLema); $superscriptAlef = json_decode('"\\u0670"'); $alefWasla = "ٱ"; //U+0671 //$imla2yWord = $LEMMA_TO_SIMPLE_WORD_MAP[$segmentWordLema]; // this block is important since $LEMMA_TO_SIMPLE_WORD_MAP is not good for non $superscriptAlef words // ex زيت lemma is converted to زيتها which spoiled the ontology concept list results if (mb_strpos($segmentWordLema, $superscriptAlef) !== false || mb_strpos($segmentWordLema, $alefWasla) !== false) { $imla2yWord = getItemFromUthmaniToSimpleMappingTable($segmentWordLema); if (empty($imla2yWord)) { $imla2yWord = $LEMMA_TO_SIMPLE_WORD_MAP[$segmentWordLema]; } } else { $imla2yWord = getItemFromUthmaniToSimpleMappingTable($segmentWordLema); if (empty($imla2yWord)) { $imla2yWord = shallowUthmaniToSimpleConversion($segmentWordLema); //$segmentWordNoTashkeel; } } /// in case the word was not found after removing tashkeel, try the lema mappign table $termWeightArr = $MODEL_CORE['WORDS_FREQUENCY']['WORDS_TFIDF'][$imla2yWord]; // NOT WORKING BECAUSE LEMMAS WILL NOT BE IN SIMPLE WORDS LIST و الصابيئن =>صَّٰبِـِٔين // if the word after removing tashkeel is not found in quran simple words list, then try lemma table /*if (!isset($MODEL_CORE['WORDS_FREQUENCY']['WORDS'][$imla2yWord]) ) { $imla2yWord = $LEMMA_TO_SIMPLE_WORD_MAP[$segmentWordLema]; if ( empty($imla2yWord) ) { echoN($segmentWordLema); echoN($imla2yWord); preprint_r($LEMMA_TO_SIMPLE_WORD_MAP); preprint_r($MODEL_CORE['WORDS_FREQUENCY']['WORDS']); exit; } }*/ if (empty($termWeightArr)) { //only for weight since the lema table decrease qurana matching $imla2yWordForWeight = $LEMMA_TO_SIMPLE_WORD_MAP[$segmentWordLema]; $termWeightArr = $WORDS_FREQUENCY['WORDS_TFIDF'][$imla2yWordForWeight]; } $termWeight = $termWeightArr['TFIDF']; //////////////////////////////////////////// $termWord = $segmentWordLema; //$imla2yWord;//"|$segmentWord| ".$imla2yWord ." - $location:$segmentId - $wordIndex=$imla2yWordIndex"; if (!isset($finalTerms[$termWord])) { $finalTerms[$termWord] = generateEmptyConceptMetadata(); $finalTerms[$termWord]['LEM'] = $segmentWordLema; $finalTerms[$termWord]['POS'] = $POS; $finalTerms[$termWord]['SIMPLE_WORD'] = $imla2yWord; $finalTerms[$termWord]['ROOT'] = $segmentWordRoot; $finalTerms[$termWord]['WEIGHT'] = $termWeight; } $finalTerms[$termWord]["FREQ"] = $finalTerms[$termWord]["FREQ"] + 1; if (!isset($finalTerms[$termWord]["SEG"][$segmentWord])) { $finalTerms[$termWord]["SEG"][$segmentWord] = $imla2yWord; } if (!isset($finalTerms[$termWord]["POSES"][$POS])) { $finalTerms[$termWord]["POSES"][$POS] = 1; } } return $finalTerms; }
echoN("MATCHING QURANA 1-word Concepts={$quranaConceptsMatch}"); preprint_r($commonConceptsWithQurana); } if ($GENERATE_ADJECTIVE_CONCEPTS) { $counter = 0; foreach ($finalTerms as $lemaUthmani => $termArr) { $pos = $termArr['POS']; if ($pos == "ADJ") { if ($counter++ > 100) { break; } $simpleWord = getModelEntryFromMemory("AR", "OTHERS", "UTHMANI_TO_SIMPLE_WORD_MAP", $lemaUthmani); if (!empty($simpleWord)) { $mergedWord = $simpleWord; } else { $uthmaniWordNoTashkeel = shallowUthmaniToSimpleConversion($lemaUthmani); $mergedWord = $uthmaniWordNoTashkeel; } echoN("{$lemaUthmani}|{$simpleWord}|{$uthmaniWordNoTashkeel}"); if (!isset($finalConcepts[$mergedWord])) { // try to get translation from uthmani translation table $engTranslation = $WORDS_TRANSLATIONS_AR_EN[$lemaUthmani]; addNewConcept($finalConcepts, $mergedWord, "A-BOX", "ADJECTIVE", $termArr['FREQ'], $engTranslation); $finalConcepts[$mergedWord]['EXTRA'] = $termArr; } } } } if ($GENERATE_FINAL_CONCEPTS) { $quranaConceptsListArr = $MODEL_QURANA['QURANA_CONCEPTS']; // "Thing" Concept