OpArgMine

Opinion based argument mining

##Final report (<topic,bibliographic reference>)

• abstract
• summary
• intro
• state
• solution
• conclusion

Conferences

acl2014 3rd Workshop on argument mining

Dataset related

• mpqa
• ibm
• (http://www.argumentinterchange.org/academics)
• internet argument corpus
• Opinion mining and sentiment analysis

description and analytics and works made on those datasets

literature

• general
  • state
    • Argumentation mining the detection, classification and structure of arguments in text
    • ArgumentationMining_State_of_the_art_and_emerging_trends
    • LippiTorroni_argument_Mining_A_Machine_learning_perspective
    • where_are_we_now_wehre_do_we_want_to_be_and_how_do_we_get_there
    • Opinion mining and sentiment analysis
    • SentimentAnalysis-and-OpinionMining
  • Argument_mining_by_applying_argumentation_schemes
  • combining_argument_mining_techniques
  • the_utility_of_linguistic_rules_in_opinion_mining
  • topic segmentation
    • On_the_contribution_of_discourse_structure_to_topic_segmentation
    • mining_arguments_from_19th_century_philosophical_texts_using_topic_based_modelling
  • legacy
    • Argumentation_in_artificial_intelligence
    • Argumentation_in_artificial_intelligence(book)
    • dung-1995-acceptability
• core
  • debates
    • Exploiting_Debate_portals_for_semi-supervised_argumentation_mining_in_user_generated_web_discourse
    • Identifying_expressions_of_opinion_in_context
    • Identifying_prominent_arguments_in_online_debates_using_semantic_textual_similarity
    • recognizingArgumentsinOnlineDiscussions
  • opinion
    • METHODOLOGICAL STUDY OF OPINION MINING
    • detecting_opinionated_claims_in_online_discussions
  • argument mining
    • context
      • with
      • without
    • distinguishingFactualandEmotionalArgumentationinOnlineDialogue
    • recognizingArgumentsinOnlineDiscussions
    • some_facets_of_argument_mining_for_opinion_analysis
  • subjectivity_detection_in_spoken_and_written_conversations
  • andthatsafact
• auxiliary
  • argument vision
    • A Review of Argumentation for the Social SemanticWeb
    • LayingTheFoundationsForWWAW

state

• [Argument mining](Argumentation Mining: Where are we now, where do we want to be and how do we get there, Moens )

• [Argument mining2](Argumentation Mining: The Detection, Classification and Structure of Arguments in Text, Moens, Palau)

  • [Ml general approach](Argument Mining: A Machine Learning Perspective, Lippi, Torroni) get image
  • tasks
    • Argumentative Sentence Detection
    • Argument Structure Prediction
  • formulation
  • introduce sub tasks bib
  • Common features

• Opinion mining

Opinion mining and sentiment analysis SentimentAnalysis-and-OpinionMining

tasks: subjectivity detection sentiment classification techniques: world net opinion words sets the utility of linguistic rules on opinion mining notes

features: committed belief, sentiment polarity,web social features, other features
 
datasets: 
https://github.com/ei08047/OpArgMine/blob/master/literature/general/state/Pang_lee_Opinion%20mining%20and%20sentiment%20analysis.pdf

Learning Resources

• http://www.nltk.org/
• http://scikit-learn.org/stable/index.html