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

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/)

Cc8a208e174943d1da814783841abd50?s=128

Eiji Shinohara

February 23, 2019
Tweet

Transcript

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

    rights reserved. ) 9C :KN : E / L A
  2. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved.  ( ) 2 7B : @ @ @ : A : @ @ @ 31 .4A4 T c 0 - a WS ML 31 /@8 2@ @ JI L J
  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. AWS Cloud9
  6. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. Analyzing ASK AN EXPERT Logs ! Tokenization Word2Vec
  7. © 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
  8. © 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
  9. © 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 :
  10. © 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:
  11. © 2019, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. AWS Loft Tokyo - ASK AN EXPERT Logs • EC2/RDS/S3 27)+&(70*T LO G;@ ! ⇒ <8=CU • "$Lambda'6,.FMIJT ?QK/ %524LOU ⇒ >  J • AWS9SAWS(37-IJ:ND  AB#   (*´∀V*) " E HRAWS Loft Tokyo “ASK AN EXPERT”17*P  J