PPT-Query Logs – Used everywhere and for everything

Sai Vallurupalli What are query logs useful for In Social Sciences Medical amp Health Advertising amp Marketing Law Enforcement etc Understanding Search Behavior Trends and Hot Trends. 500 b b b Logs or stones not to be dragged on highways No person shall draw upon a highway any logs or stones with the ends dragged on the ground so as to injure the highway Effective October 1 1942 History Recodi Jeff Huang University of Washington Information School cikm09@jeffhuang.com Efthimis N. Efthimiadis University of Washington efthimis@u.washington.edu Users frequently modify a previous search qu Speaker: . Rui-Rui. Li. Supervisor: Prof. Ben Kao. 1. Outline. Introduction. Motivation. Methods. -using click-through data. -using session data. -context aware query suggestion. -other methods. Conclusion. Gu Xu. Microsoft Research Asia. Mismatching Problem. Mismatching is Fundamental Problem in Search. Examples:. NY ↔ New York, game cheats ↔ game . cheatcodes. Search Engine Challenges. Head or frequent queries. Black Forest. Colorado Springs, Colorado. October to December, 2013. Best Predictors for . Postfire. Mortality of Ponderosa Pine Trees in the Intermountain West. Carolyn Hull . Sieg. , Joel D. . McMillin. Jaime . Teevan. , Microsoft . Reseach. UNC 2015. David Foster Wallace. Mark Twain. Cowards die many times . before their deaths. . Annotated by Nelson Mandela. I . have discovered a truly marvelous proof . Silviu. . Cucerzan. and Eric Brill. July, 2004. Speaker: Mengzhe Li. Spell Checking of Search Engine Queries. Traditional Word . P. rocessing . S. pell . C. hecker:. Resolve typographical errors. Compute a small set of in-lexicon alternatives relying on:. Observe posted restrictions. Observe overhanging obstructions. Provide adequate ventilation x2. Use or make fire ring (3 foot diameter). Clear debris area (10 foot diameter). Watch for vines and tree roots. Jaime . Teevan. , Microsoft . Reseach. dub 2013. David Foster Wallace. Mark Twain. Cowards die many times . before their deaths. . Annotated by Nelson Mandela. I . have discovered a truly marvelous proof . A CHI 2011 course. v11. Susan . Dumais. , Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime . Teevan. CHI Tutorial, May, 2011. 1. Introduction. Daniel M. Russell . Google. 2. What Can We (HCI) Learn from Log Analysis? . Kristina . Lerman. What can we learn from web search queries?. Characteristics. Length has steadily grown over the years. 1990’s: < 2 terms. 2001: 2.4 terms. 2014: long search queries, e.g., “where is the nearest coffee shop”. Jaime . Teevan. , Microsoft . Reseach. JITP 2011. David Foster Wallace. Mark Twain. Cowards die many times . before their deaths. . Annotated by Nelson Mandela. I . have discovered a truly marvelous proof . Kristina . Lerman. What can we learn from web search queries?. Characteristics. Length has steadily grown over the years. 1990’s: < 2 terms. 2001: 2.4 terms. 2014: long search queries, e.g., “where is the nearest coffee shop”. A short tutorial…. Susan . Dumais. , Robin Jeffries, Daniel M. Russell, Diane Tang. , Jaime Teevan. HCIC Feb, 2010. What can we (HCI) learn from logs analysis? . Logs are the traces of human behavior.