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CBR Project Ideas Forum

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This is the Fall 09 CBR Class Project Ideas page. Please write your ideas for the class project and vote for the ideas you like!

  1. 25 votes

    Trader's ALLeY

    Suggests which stocks to purchase based on an intelligent analysis/algorithms. This includes determining the probability of stock prices rising or falling, sensing current market trends/economy, digging data from a repository of previous successful buy ins, ability to customize it based on curren... more

  2. 21 votes

    Learning to Win Strategy Games

    Given some past traces of your game playing history, this project would involve giving some CBR system suggestions while you are playing a new game. See D2 (http://home.cc.gatech.edu/ccl/3)

  3. 17 votes

    Text summurization using CBR

    The idea is to use pairs of <document, summary> as case base for summarizing a new document given as query. The summarization can be thought of as evaluating the similarity in structure/domain/relationship to existing cases, then using the most similar case's summary to identify the focus p... more

  4. 17 votes

    Friend Search (Find people similar to me)

    Given your social profiles (such as on Facebook, delicious, or LinkedIn) and search context, this project would involve generating matches of similar profiles with case based explanation/justification.

  5. 14 votes

    SceneMapper (Photo remindings)

    Given a picture as a query, this application will use a case base of pictures (using flickr api or google images api) and extract 'similar' pictures based on feature similarity. (Tags: Image Recognition, classification or clustering)

  6. 11 votes

    Sword-fighting with CBR

    In the near future, robots are expected move beyond the structured settings of factory floors and into human populated environments, from public offices and restaurants to private homes. As advanced robots are introduced into these cluttered, uncontrolled human environments, there is an increasin... more

  7. 10 votes

    Song Recommender

    All the latest Web 2.0/Semantic Web stuff is heavily manifested in the music domain! Worth taking a look here: http://dbtune.org/ (and the RDF dump links - http://dbtune.org/jamendo/#dump). Also worth looking at the music ontology project - http://musicontology.com/
    that drives the Pandora music ... more

  8. 8 votes

    Authorship analysis

    Identify the author of a piece of text/computer program based on statistical analysis of previous works. See http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.26.6652 or http://portal.acm.org/citation.cfm?id=100385 for articles on identifying authors of programs. For general stories/novels ... more

  9. 7 votes

    Fraud detection using CBR

    Credit card fraud costs financial firms millions of dollars annually. Data sets for credit approval are very noisy and CBR is known to be able to handle noisy data sets efficiently. A hybrid approach using a combination of CBR/NN strategies can be used to solve this problem. Check out this paper ... more

  10. 6 votes

    SustainableBuildingDesigner

    The main goal is to assist architects and engineers to design more sustainable buildings. Sustainable building depends on the tuning of various features such as location, spatial configuration, solar orientation, shapes, size, construction materials, main activities, energy type, etc. For that pu... more

  11. 6 votes

    Automation of large application system configuration based on CBR

    We plan to create a CBR system for performance driven automatic system configuration.We firstly collect the data to build the cases for a CBR system. The case include the performance data like response time, throughput and bottleneck and the configuration data. The configuration data may include... more

  12. 5 votes

    adsense using CBR

  13. 4 votes

    Planning with CBR

    We have papers with CBR-based A* where you retrieve and re-use old A* plans. What hasn't been addressed in the existing literature is the use of CBR in high-dimensional motion planning cases, where standard approaches are computationally intensive and there is a big incentive to retrieve and re-... more

  14. 4 votes

    Context Based Search Engine

    The search engine would make use of the user's search history and past preferences and user characteristics to refine and personalize search retreivals

  15. 3 votes

    User Specific Website

    Anonymous Microsoft Web Data Database: (can be found here)
    ftp://ftp.ics.uci.edu/pub/machine-learning-databases/anonymous

    The data is created by sampling and processing the www.microsoft.com logs.The data records the use of www.microsoft.com by 38000 anonymous, randomly-selected users. For eac... more

  16. 3 votes

    Case based University Recommendation system

    Each case is a profile of a past user whose experience is precisely stored like GRE ,TOEFL,Past History,Papers etc. And the system would recommend a university and specialization to the new user based on the past cases and it adapts to the new user from the retrieved cases in suggesting a new so... more

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