開発環境
- macOS High Sierra - Apple
- Emacs (Text Editor)
- Python 3.6 (プログラミング言語)
入門 自然言語処理 (Steven Bird (著)、Ewan Klein (著)、Edward Loper (著)、萩原 正人 (翻訳)、中山 敬広 (翻訳)、水野 貴明 (翻訳)、オライリージャパン)の2章(テキストコーパスと語彙資源へのアクセス)、2.8(演習問題)5.を取り組んでみる。
コード(Emacs)
Python 3
#!/usr/bin/env python3 from nltk.corpus import wordnet as wn print('5.') nouns = ['python', 'language', 'creature', 'dog', 'cat'] for noun in nouns: print(noun) for synset in wn.synsets(noun): print(f'\t{synset}: {synset.lemma_names()}') methods = [ synset.member_meronyms, synset.part_meronyms, synset.substance_meronyms, synset.member_holonyms, synset.substance_holonyms ] for method in methods: print(f'\t\t{method.__name__}: {method()}')
入出力結果(Terminal, Jupyter(IPython))
$ ./sample5.py 5. python Synset('python.n.01'): ['python'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [Synset('pythoninae.n.01')] substance_holonyms: [] Synset('python.n.02'): ['python'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('python.n.03'): ['Python'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] language Synset('language.n.01'): ['language', 'linguistic_communication'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('speech.n.02'): ['speech', 'speech_communication', 'spoken_communication', 'spoken_language', 'language', 'voice_communication', 'oral_communication'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('lyric.n.01'): ['lyric', 'words', 'language'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('linguistic_process.n.02'): ['linguistic_process', 'language'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('language.n.05'): ['language', 'speech'] member_meronyms: [] part_meronyms: [Synset('lexis.n.01'), Synset('vocabulary.n.02')] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('terminology.n.01'): ['terminology', 'nomenclature', 'language'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] creature Synset('animal.n.01'): ['animal', 'animate_being', 'beast', 'brute', 'creature', 'fauna'] member_meronyms: [] part_meronyms: [Synset('face.n.07'), Synset('head.n.01')] substance_meronyms: [Synset('animal_tissue.n.01')] member_holonyms: [Synset('animalia.n.01')] substance_holonyms: [] Synset('creature.n.02'): ['creature', 'wight'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('creature.n.03'): ['creature', 'tool', 'puppet'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] dog Synset('dog.n.01'): ['dog', 'domestic_dog', 'Canis_familiaris'] member_meronyms: [] part_meronyms: [Synset('flag.n.07')] substance_meronyms: [] member_holonyms: [Synset('canis.n.01'), Synset('pack.n.06')] substance_holonyms: [] Synset('frump.n.01'): ['frump', 'dog'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('dog.n.03'): ['dog'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('cad.n.01'): ['cad', 'bounder', 'blackguard', 'dog', 'hound', 'heel'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('frank.n.02'): ['frank', 'frankfurter', 'hotdog', 'hot_dog', 'dog', 'wiener', 'wienerwurst', 'weenie'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('pawl.n.01'): ['pawl', 'detent', 'click', 'dog'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('andiron.n.01'): ['andiron', 'firedog', 'dog', 'dog-iron'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('chase.v.01'): ['chase', 'chase_after', 'trail', 'tail', 'tag', 'give_chase', 'dog', 'go_after', 'track'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] cat Synset('cat.n.01'): ['cat', 'true_cat'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('guy.n.01'): ['guy', 'cat', 'hombre', 'bozo'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('cat.n.03'): ['cat'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('kat.n.01'): ['kat', 'khat', 'qat', 'quat', 'cat', 'Arabian_tea', 'African_tea'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('cat-o'-nine-tails.n.01'): ["cat-o'-nine-tails", 'cat'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('caterpillar.n.02'): ['Caterpillar', 'cat'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('big_cat.n.01'): ['big_cat', 'cat'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [Synset('felidae.n.01')] substance_holonyms: [] Synset('computerized_tomography.n.01'): ['computerized_tomography', 'computed_tomography', 'CT', 'computerized_axial_tomography', 'computed_axial_tomography', 'CAT'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('cat.v.01'): ['cat'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] Synset('vomit.v.01'): ['vomit', 'vomit_up', 'purge', 'cast', 'sick', 'cat', 'be_sick', 'disgorge', 'regorge', 'retch', 'puke', 'barf', 'spew', 'spue', 'chuck', 'upchuck', 'honk', 'regurgitate', 'throw_up'] member_meronyms: [] part_meronyms: [] substance_meronyms: [] member_holonyms: [] substance_holonyms: [] $
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