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AWS Loft Tokyo の ASK AN EXPERT ブースにおける ご相談・ご対応ロ...

AWS Loft Tokyo の ASK AN EXPERT ブースにおける ご相談・ご対応ログ を分析しました :) / ASK AN EXPERT at AWS Loft Tokyo - Tech Consulting Log Analysis

delivered this talk at JAWS DAYS 2019 (https://jawsdays2019.jaws-ug.jp/)

Eiji Shinohara

February 23, 2019
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  1. © 2019, Amazon Web Services, Inc. or its Affiliates. All

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  2. © 2019, Amazon Web Services, Inc. or its Affiliates. All

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  3. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. AWS Loft Tokyo? ASK AN EXPERT?
  4. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. ASK AN EXPERT @ AWS Loft Tokyo ! 2 01  8 - AWS     ! Startup Developer        J
  5. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. Analyzing ASK AN EXPERT Logs ! Tokenization Word2Vec
  6. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. Analyzing ASK AN EXPERT Logs ! Tokenization from janome.tokenizer import Tokenizer  t = Tokenizer("userdic.csv", udic_enc="utf8") f = io.open('./sodan.txt', 'r', encoding='utf-8’)  tokens = t.tokenize(line) for token in tokens: partOfSpeech = token.part_of_speech.split(',')[0] if partOfSpeech == u'’: if token.surface == ‘https’: pass elif token.surface.isnumeric(): pass else: sodan_words.append(token.surface) https://github.com/mocobeta/janome
  7. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. Analyzing ASK AN EXPERT Logs ! Word2Vec from gensim.models import word2vec  sodan_sentences = word2vec.Text8Corpus('./sodan_words.txt') sodan_model = word2vec.Word2Vec(sodan_sentences, size=200, min_count=20, window=15)  results = sodan_model.wv.most_similar(positive=[u'']) for result in results: print(result) https://github.com/RaRe-Technologies/gensim
  8. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. ASK AN EXPERT Logs ! 43 9D 9 . 3 058675 2 3 1 . 3 - 2 3 43 058675 3 . 3 I 9D EAC :
  9. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. ASK AN EXPERT Logs ! 2 A L . 201 65 - A 201 2 743 . 8 9:
  10. © 2019, Amazon Web Services, Inc. or its Affiliates. All

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