Automatically identifying similar purchasing opportunities

• US 7,428,500 B1
• Filed: 03/30/2000
• Issued: 09/23/2008
• Est. Priority Date: 03/30/2000
• Status: Expired due to Fees

• Current Assignee: Amazon Technologies, Inc. (Amazon.com, Inc.)
• Original Assignee: Amazon.com, Inc.
• Inventors: Linden, Greg
• Primary Examiner(s): CUFF, MICHAEL A
• Application Number:
  US09/538,679
• Time in Patent Office: 3,099 Days
• Field of Search: 705/26, 705/27, 705/37
• US Class Current: 705/26.3
• CPC Class Codes: G06Q 30/00 Commerce
• CPC Class Codes: G06Q 30/0601 Electronic shopping [e-shopping]
• CPC Class Codes: G06Q 30/0623 Item investigation
• CPC Class Codes: G06Q 30/08 Auctions
• CPC Class Codes: G06Q 40/04 Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange

Abstract

A facility for identifying purchasing opportunities within a set of purchasing opportunities that are similar to a distinguished purchasing opportunity is described. The distinguished purchasing opportunity has descriptive information associated with it. For each of several terms occurring in this descriptive information, the facility generates a term score. Each term score reflects the extent to which the occurrence of the term and the descriptive information associated with the distinguished purchasing opportunity differentiates the distinguished purchasing opportunity from auto purchasing opportunities in the set. The facility then selects as key words the terms occurring in the descriptive information associated with the distinguished purchasing opportunity that have the highest term scores. The facility identifies purchasing opportunities of the set containing the selected key words, and establishes a purchasing opportunity score for each identified purchasing opportunity by summing the term score of the key words occurring in information associated with the identified purchasing opportunities.

Claims

1. A method in one or more computer systems for identifying auctions offering units of the same item, comprising:

displaying information about a first auction, the information including a description of a first item unit offered in the first auction;

receiving user input requesting information about other auctions offering item units that are units of the same item as the first item unit;

determining, for the description of the first item unit among descriptions of item units offered in a group of auctions including the first auction, the inverse document frequency of terms occurring within the description of the first item unit;

selecting a plurality of terms within the description of the first item unit having the largest inverse document frequencies;

for each of the selected terms, conducting a search for auctions in the group whose item descriptions contain the selected term;

for each auction found in at least one of the conducted searches, determining which of the selected terms occur in the auction'"'"'s item description;

identifying as an auction offering an item unit that is a unit of the same item as the first item unit an auction among the found auctions where the sum of the inverse document frequencies of the selected terms that occur in the item description for the auction exceeds a threshold; and

displaying information about the identified auction.

2. The method of claim 1, further comprising displaying information about at least a portion of the found auctions.

3. The method of claim 1 wherein selecting the plurality of terms includes comparing the inverse document frequency of each of the terms occurring within the description of the first item with a minimum threshold.

4. A computer-readable medium whose contents cause one or more computer systems to perform a method for identifying auctions offering units of the same item, the method comprising:

displaying information about a first auction, the information including a description of a first item unit offered in the first auction;

receiving user input requesting information about other auctions offering item units that are units of the same item as the first item unit;

determining, for the description of the first item unit among descriptions of item units offered in a group of auctions including the first auction, the inverse document frequency of terms occurring within the description of the first item unit;

selecting a plurality of terms within the description of the first item unit having the largest inverse document frequencies;

for each of the selected terms, conducting a search for auctions in the group whose item descriptions contain the selected term;

for each auction found in at least one of the conducted searches, determining which of the selected terms occur in the auction'"'"'s item description;

identifying as an auction offering an item unit that is a unit of the same item as the first item unit an auction among the found auctions where the sum of the inverse document frequencies of the selected terms that occur in the item description for the auction exceeds a threshold; and

displaying information about the identified auction.

5. The computer-readable medium of claim 4, the method further comprising displaying information about at least a portion of the found auctions.

6. The computer-readable medium of claim 4 wherein selecting the plurality of terms includes comparing the inverse document frequency of each of the terms occurring within the description of the first item with a minimum threshold.

7. A computer system comprising a processor and memory adapted to perform a method for identifying auctions offering units of the same item, the method comprising:

causing to be displayed information about a first auction, the information including a description of a first item unit offered in the first auction;

receiving user input requesting information about other auctions offering item units that are units of the same item as the first item unit;

determining, for the description of the first item unit among descriptions of item units offered in a group of auctions including the first auction, the inverse document frequency of terms occurring within the description of the first item unit;

selecting a plurality of terms within the description of the first item unit having the largest inverse document frequencies;

for each of the selected terms, conducting a search for auctions in the group whose item descriptions contain the selected term;

for each auction found in at least one of the conducted searches, determining which of the selected terms occur in the auction'"'"'s item description;

identifying as an auction offering an item unit that is a unit of the same item as the first item unit an auction among the found auctions where the sum of the inverse document frequencies of the selected terms that occur in the item description for the auction exceeds a threshold; and

causing to be displayed information about the identified auction.

8. The computer system of claim 7, the method further comprising displaying information about at least a portion of the found auctions.

9. The computer system of claim 7 wherein selecting the plurality of terms includes comparing the inverse document frequency of each of the terms occurring within the description of the first item with a minimum threshold.