Idebate Homework Market

http://xkcd.com/1055/

The assigned reading: one of:

  1. Glasgow, Kimberly, Clayton Fink, and Jordan Boyd-Graber. 2014. Our grief is unspeakable: Automatically measuring the community impact of a tragedy. Proceedings of ICWSM.
  2. Mitra, Tanushree and Eric Gilbert. 2014. The language that gets people to give: Phrases that predict success on Kickstarter. Proceedings of CSCW.

Sites examined or mentioned during class

  • A sample www.debate.org "duel"; notice the plethora of evaluative explicit or implicit annotations. Other debate sites include createdebate, www.forandagainst.com, www.convinceme.net, idebate.org See also the Internet Argument Corpus, described in A corpus for research on deliberation and debate. Marilyn A. Walker, Pranav Anand, Jean E. Fox Tree, Rob Abbott, Joseph King. LREC 2012
  • Scrape of 87K Kickstarter projects. Discovered by looking at the Greenberg et al. 2013 paper mentioned below, who linked to thekickbackmachine.com by neight-allen. That site itself is no longer maintained, and there may be a problem with the file, but "dm" at thekickbackmachine.com recommends Walter Haas' Kickspy.
  • Data on 45K Kickstarter projects, by "Jeanne"
  • http://www.memetracker.org/index.html. "Palling around with terrorists" quote graph (links = share many words). "Heartbeat" figure for when blogs vs. the mainstream media discuss an event. See publication info below.
    • Note also the ICWSM 2011 Spinn3r dataset: over 386 million blog posts, news articles, classifieds, forum posts and social media content between January 13th and February 14th. It spans events such as the Tunisian revolution and the Egyptian protests (see http://en.wikipedia.org/wiki/January_2011 for a more detailed list of events spanning the dataset's time period).
  • A sample Quirky appeal for help in pricing, tagline selection, etc.
  • randomactsofpizza.com. Note the need for guarding against scam attempts, described in the "Best Practices" section. The actual subreddit is here. Example of reciprocity offer. Note annotation of who actually received pizza. See publication info below.
  • TREC 2011 microblog-track tweet dataset and link to twitter-tools by Jimmy Lin ("lintool"), which "provides support for removing deleted tweets from your copy of the corpus", as is important to be compliant with Twitter's policies.

References (including some that came up during class)

Althoff, Tim, Cristian Danescu-Niculescu-Mizil, and Dan Jurafsky. 2014. How to ask for a favor: A case study on the success of altruistic requests. Proceedings of ICWSM.

Bailey, Michael, Daniel J Hopkins, and Todd Rogers. 2013. Unresponsive and unpersuaded: The unintended consequences of voter persuasion efforts. Working paper on SSRN.

Bamman, David, Brendan O'Connor, and Noah Smith. 2012. Censorship and deletion practices in Chinese social media. First Monday 17(3).

Bell, Brad E and Elizabeth F Loftus. May 1989. Trivial persuasion in the courtroom: The power of (a few) minor details Journal of Personality and Social Psychology 56(5):669-679.

Danescu-Niculescu-Mizil, Cristian, Justin Cheng, Jon Kleinberg, and Lillian Lee. 2012. You had me at hello: How phrasing affects memorability. Proceedings of the ACL, pp. 892--901.

Gayo-Avello, Daniel. December 2013. A meta-analysis of state-of-the-art electoral prediction from Twitter data. Social Science Computer Review 31(6): 649-679. Hat tip to Brendan O'Connor; I saw this on his 2013 blog post Some analysis of tweet shares and “predicting” election outcomes. Also of interest, for the title alone: Gayo-Avello's "I wanted to predict elections with twitter and all I got was this lousy paper" -- A balanced survey on election prediction using twitter data, Eprint ArXiv:1204.6441 and On Twitter and Elections, catchy paper titles, press releases and telling scientist's opinions from facts: A brief comment to DiGrazia et al. 2013 and to Fabio Rojas Op-Ed in Washington Post.

Greenberg, Michael D, Bryan Pardo, Karthic Hariharan, and Elizabeth Gerber. 2013. Crowdfunding support tools: Predicting success & failure. Proceedings of CHI: Extended Abstracts, pp. 1815--1820.

Guerini, Marco, Carlo Strapparava, and Oliverio Stock. 2010. Evaluation metrics for persuasive NLP with Google adwords. Proceedings of LREC.

Hannak, Aniko, Drew Margolin, Brian Keegan, and Ingmar Weber. 2014. Get back! You don't know me like that: The social mediation of fact checking interventions in Twitter conversations. Proceedings of ICWSM.

King, Gary, Jennifer Pan, and Margaret E Roberts. 2013. How censorship in China allows government criticism but silences collective expression. American Political Science Review 107(02): 326-343.

Leskovec, Jure, Lars Backstrom, and Jon Kleinberg. 2009. Meme-tracking and the dynamics of the news cycle. In Proceedings of KDD, 497-506.

Petrovic, Sasa, Miles Osborne, and Victor Lavrenko. 2013. I wish I didn't say that! Analyzing and predicting deleted messages in Twitter. eprint arXiv:1305.3107.

Qazvinian, Vahed, Emily Rosengren, Dragomir R. Radev, and Qiaozhu Mei. 2011. Rumor has it: Identifying misinformation in microblogs. Proceedings of EMNLP, 1589--1599.

Thelwall, Mike, Kevan Buckley, and Georgios Paltoglou. 2011. Sentiment in Twitter events. Journal of the American Society for Information Science and Technology 62(2): 406-418.

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