Methods and systems for enabling efficient retrieval of data from data collections

• US 20040230461A1
• Filed: 05/30/2003
• Published: 11/18/2004
• Est. Priority Date: 03/30/2000
• Status: Abandoned Application

• Current Assignee: Iqbal A. Talib, Zubair A. Talib
• Original Assignee: Iqbal A. Talib, Zubair A. Talib
• Inventors: Talib, Zubair A., Talib, Iqbal A.
• Application Number:
  US10/240,275
• Publication Number:
  US 20040230461A1
• Time in Patent Office: Days
• US Class Current: 705/7
• CPC Class Codes: G06F 16/319 Inverted lists
• CPC Class Codes: G06F 16/3323 using document space presentation or visualization, e.g. category, hierarchy or range presentation and selection
• CPC Class Codes: G06F 16/3346 using probabilistic model
• CPC Class Codes: G06F 16/35 Clustering; Classification
• CPC Class Codes: G06F 16/367 Ontology
• CPC Class Codes: G06F 16/38 Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
• CPC Class Codes: G06F 16/951 Indexing; Web crawling techniques
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 16/9538 Presentation of query results
• CPC Class Codes: G06F 16/954 Navigation, e.g. using categorised browsing
• CPC Class Codes: G06Q 10/10 Office automation; Time management
• CPC Class Codes: G06Q 30/0601 Electronic shopping [e-shopping]
• CPC Class Codes: G16B 50/00 ICT programming tools or database systems specially adapted for bioinformatics

Abstract

The present invention relates to systems and methods for interactively searching a database (905) in such a manner that it is quick and easy to search, drill down, drill-up and drill across a data collection (905) presenting the user with summary information using multiple independent hierarchical category taxonomies (915) of the data collection (905). The present invention also relates to business methods associated with providing information to users based on the searching systems and methods, and the revenue stream attached thereto. The present invention also relates to retrieving information from a database based on content aggregation, management and distribution.

Claims

19. A system for searching a collection of data, said system comprising:

means for networking a plurality of computers; and

means for organizing executing in said computer network and configured to receive search requests from any one of said plurality of computers, said means for organizing comprising;

a collection of data having at least two entries;

wherein the collection of data is organized into at least two taxonomies;

wherein each of the at least two taxonomies is associated with at least two categories;

wherein the entries correspond to at least one of the at least two taxonomies and also correspond to at least one of the at least two categories; and

means for searching in communication with the collection of data,

wherein said means for searching is configured to search based on the at least two taxonomies and based on the at least two categories,

wherein the means for searching returns, in response to a search request identifying at least one taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies.

20. The system according to claim 19, wherein the returned list of categories associated with the first taxonomy, along with the number of entries associated with each of the categories associated with the at least identified taxonomies can be further searched with regard to at least a second taxonomy of the at least two taxonomies, whereby the means for searching returns, in response to a search request identifying the at least second taxonomies of the at least two taxonomies, a list of the categories associated with all identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second taxonomies.

21. The system according to claim 19, wherein the means for searching, having returned, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies, will provide only those categories with a non-zero number of entries associated with the identified taxonomies and will further provide sub-categories associated with the category and having a non-zero number of entries associated with the sub-category.

22. The system according to claim 21, wherein the means for searching, having further returned sub-categories both associated with the category and having a non-zero number of entries associated with the sub-category, will, in response to a search request identifying at least a second taxonomies of the at least two taxonomies, provide a list of the categories with a non-zero number of entries associated with the at least second identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second identified taxonomies.

23. The system according to claim 19, wherein the means for searching, having returned, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies, will, in response to a string query, provide those entries which both contain the string and are associated with the identified taxonomies.

24. The system according to claim 23, wherein the string is one member of the group consisting of text, image, and graphic.

25. The system according to claim 19, wherein the system comprises a network of computers.

26. The system according to claim 19, wherein the system comprises a single computer.

27. The system according to claim 19, wherein the system further comprises a cache which stores the returned results of the means for searching for rapid retrieval.

28. The system for searching a collection of data according to claim 19, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of product type, price, color, size, style, physical characteristics, delivery method, manufacturer, brand, components, ingredients, compatibility, warranty information, model year, age, and version.

29. The system for searching a collection of data according to claim 19, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of products, services, location, industry, business type, SIC code, NAICS code, Harmonized Code, UNSPC Standard, company information, professional information, and degrees attained.

30. The system for searching a collection of data according to claim 29, wherein the company information is at least one characteristic selected from the group consisting of size, number of employees, growth, revenues, financial ratios, and business metrics.

31. The system for searching a collection of data according to claim 29, wherein the professional information is at least one characteristic selected from the group consisting of school attended, memberships, certifications, specialties, areas of practice.

32. The system for searching a collection of data according to claim 19, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of organism, biological process, molecular function, species, and cellular component.

33. The system for searching a collection of data according to claim 19, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of topic, date published, author, country of origin, language, publication name, publication section, industry, security accessibility, jurisdiction, Dewey Decimal identification, statutory codification, hierarchical management structure taxonomies, and standardized methodologies for conducting business taxonomies.

34. The system for searching a collection of data according to claim 19, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of company, industry, job type, location, salary, experience, certifications, benefits, education, minimum performance requirements, and incentives.

35. The system for searching a collection of data according to claim 19, wherein, in response to a search request identifying one member selected from the group consisting of a taxonomy, a category, and a sub-category, the means for searching additionally returns an advertising entry.

36. The system for searching a collection of data according to claim 35, wherein the advertising entry is at least one member selected from the group consisting of a banner advertisement, a search-visible storefront, and text-searchable advertising.

37. A method for searching a collection of data, said method comprising:

communicating a search request to a search engine, the search engine being in communication with a collection of data;

wherein the collection of data has at least two entries;

wherein the collection of data is organized into at least two taxonomies;

wherein each of the at least two taxonomies is associated with at least two categories;

wherein the at least two entries correspond to at least one of the at least two taxonomies and also correspond to at least one of the at least two categories;

querying of the collection of data by the search engine based on the communicated search request;

wherein the communicated search request identifies at least one of the at least two taxonomies;

returning of a list of the categories associated with the at least one identified taxonomies, along with the number of entries associated with each of the categories associated with the at least one identified taxonomies as a response to the querying of the collection of data.

1. A system for searching a collection of data, said system comprising:

an organizer configured to receive search requests, said organizer comprising;

a collection of data having at least two entries;

wherein the collection of data is organized into at least two taxonomies;

wherein each of the at least two taxonomies is associated with at least two categories;

wherein the entries correspond to at least one of the at least two taxonomies and also correspond to at least one of the at least two categories; and

a search engine in communication with the collection of data,

wherein said search engine is configured to search based on the at least two taxonomies and based on the at least two categories,

wherein the search engine returns, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the at least first identified taxonomies, along with the number of entries associated with each of the categories associated with the at least first identified taxonomies.

2. The system according to claim 1, wherein the returned list of categories associated with the first taxonomy, along with the number of entries associated with each of the categories associated with the identified taxonomies can be further searched with regard to a second of the at least two taxonomies, whereby the search engine returns, in response to a search request identifying the second taxonomy of the at least two taxonomies, a list of the categories associated with all identified taxonomies, along with the number of entries associated with each of the categories associated with all identified taxonomies.

3. The system according to claim 1, wherein the search engine, having returned, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies, will provide only those categories with a non-zero number of entries associated with the identified taxonomies and will further return sub-categories both associated with the category and having a non-zero number of entries associated with the sub-category.

4. The system according to claim 3, wherein the search engine, having further returned sub-categories both associated with the category and having a non-zero number of entries associated with the sub-category, will, in response to a search request identifying at least a second taxonomy of the at least two taxonomies, provide a list of the categories with a non-zero number of entries associated with the at least second identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second identified taxonomies.

5. The system according to claim 1, wherein the search engine, having returned, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies, will, in response to a string query, provide those entries which both contain the string and are associated with the identified taxonomies.

6. The system according to claim 5, wherein the string is one member of the group consisting of text, image, and graphic.

7. The system according to claim 1, wherein the system comprises a network of computers.

8. The system according to claim 1, wherein the system comprises a single computer.

9. The system according to claim 1, wherein the system further comprises a cache which stores the returned results of the search engine for rapid retrieval.

10. The system for searching a collection of data according to claim 1, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of product type, price, color, size, style, physical characteristics, delivery method, manufacturer, brand, components, ingredients, compatibility, warranty information, model year, age, and version.

11. The system for searching a collection of data according to claim 1, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of products, services, location, industry, business type, SIC code, NAMCS code, Harmonized Code, UNSPC Standard, company information, professional information, and degrees attained.

12. The system for searching a collection of data according to claim 11, wherein the company information is at least one characteristic selected from the group consisting of size, number of employees, growth, revenues, financial ratios, and business metrics.

13. The system for searching a collection of data according to claim 11, wherein the professional information is at least one characteristic selected from the group consisting of school attended, memberships, certifications, specialties, areas of practice.

14. The system for searching a collection of data according to claim 1, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of organism, biological process, molecular function, species, and cellular component.

15. The system for searching a collection of data according to claim 1, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of topic, date published, author, country of origin, language, publication name, publication section, industry, security accessibility, jurisdiction, Dewey Decimal identification, statutory codification, hierarchical management structure taxonomies, and standardized methodologies for conducting business taxonomies.

16. The system for searching a collection of data according to claim 1, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of company, industry, job type, location, salary, experience, certifications, benefits, education, minimum performance requirements, and incentives.

17. The system for searching a collection of data according to claim 1, wherein, in response to a search request identifying one member selected from the group consisting of a taxonomy, a category, and a sub-category, the search engine additionally returns an advertising entry.

18. The system for searching a collection of data according to claim 17, wherein the advertising entry is at least one member selected from the group consisting of a banner advertisement, search-visible storefront, and text-searchable advertising.

38. The method for searching a collection of data according to claim 37, wherein the method further comprises

returning, in response to a search request identifying at least a second taxonomy of the at least two taxonomies, a list of the categories associated with all identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second taxonomy.

39. The method for searching a collection of data according to claim 37, wherein the method further comprises

returning a list of only those categories with a non-zero number of entries associated with the identified taxonomies and further returning at least one sub-category associated with the category and having a non-zero number of entries associated with the sub-category.

40. The method for searching a collection of data according to claim 39, wherein the method further comprises

having further returned sub-categories both associated with the category and having a non-zero number of entries associated with the sub-category, providing, in response to a search request identifying at least a second taxonomy of the at least two taxonomies, provide a list of the categories with a non-zero number of entries associated with the at least second identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second identified taxonomies.

41. The method for searching a collection of data according to claim 37, wherein the method further comprises

returning, in response to a string query, provide those entries which both contain the string and are associated with the identified taxonomies.

42. The method for searching a collection of data according to claim 41, wherein the string is one member of the group consisting of text, image, and graphic.

43. The method for searching a collection of data according to claim 37, wherein the system comprises a network of computers.

44. The method for searching a collection of data according to claim 37, wherein the system comprises a single computer.

45. The method for searching a collection of data according to claim 37, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of product type, price, color, size, style, physical characteristics, delivery method, manufacturer, brand, components, ingredients, compatibility, warranty information, model year, age, and version.

46. The method for searching a collection of data according to claim 37, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of products, services, location, industry, business type, SIC code, NAICS code, Harmonized Code, UNSPC Standard, company information, professional information, and degrees attained.

47. The method for searching a collection of data according to claim 46, wherein the company information is at least one characteristic selected from the group consisting of size, number of employees, growth, revenues, financial ratios, and business metrics.

48. The method for searching a collection of data according to claim 46, wherein the professional information is at least one characteristic selected from the group consisting of school attended, memberships, certifications, specialties, areas of practice.

49. The method for searching a collection of data according to claim 37, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of organism, biological process, molecular function, species, and cellular component.

50. The method for searching a collection of data according to claim 37, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of topic, date published, author, country of origin, language, publication name, publication section, industry, security accessibility, jurisdiction, Dewey Decimal identification, statutory codification, hierarchical management structure taxonomies, and standardized methodologies for conducting business taxonomies.

51. The method for searching a collection of data according to claim 37, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of company, industry, job type, location, salary, experience, certifications, benefits, education, minimum performance requirements, and incentives.

52. The method for searching a collection of data according to claim 37, wherein the method further comprises

returning by the search engine additionally, in response to a search request identifying one member selected from the group consisting of a taxonomy, a category, and a sub-category, an advertising entry.

53. The method for searching a collection of data according to claim 52, wherein the advertising entry is at least one member selected from the group consisting of a banner advertisement, a search-visible storefront, and text-searchable advertising.

44-1. The method for searching a collection of data according to claim 37, wherein the system further comprises a cache which stores the returned results of the means for searching for rapid retrieval.

54. An article of manufacture comprising:

a computer usable medium having computer program code means embodied thereon for searching a collection of data, the computer readable program code means in said article of manufacture comprising;

computer readable program code means for communicating a search request to a search engine, the search engine being in communication with a collection of data;

wherein the collection of data has at least two entries;

wherein the collection of data is organized into at least two taxonomies;

wherein each of the at least two taxonomies is associated with at least two categories;

wherein the at least two entries correspond to at least one of the at least two taxonomies and also correspond to at least one of the at least two categories;

computer readable program code means for querying of the collection of data by the search engine based on the communicated search request;

wherein a communicated search request identifies at least one of the at least two taxonomies; and

computer readable program code means for returning of a list of the categories associated with the at least one identified taxonomies, along with the number of entries associated with each of the categories associated with the at least one identified taxonomies as a response to the querying of the collection of data.

55. The article of manufacture according to claim 54, wherein the returned list of categories associated with the at least first taxonomy, along with the number of entries associated with each of the categories associated with the identified taxonomies can be further searched with regard to a second of the at least two taxonomies, whereby the computer readable program code means for querying of the collection of data by the search engine returns, in response to a search request identifying the at least second taxonomies of the at least two taxonomies, a list of the categories associated with both identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second taxonomies.

56. The article of manufacture according to claim 54, wherein the computer readable program code means for querying of the collection of data by the search engine, having returned, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies, will provide only those categories with a non-zero number of entries associated with the identified taxonomies and will further provide sub-categories associated with the category and having a non-zero number of entries associated with the sub-category.

57. The article of manufacture according to claim 56, wherein the computer readable program code means for querying of the collection of data by the search engine, having further returned sub-categories both associated with the category and having a non-zero number of entries associated with the sub-category, will, in response to a search request identifying at least a second taxonomy of the at least two taxonomies, provide a list of the categories with a non-zero number of entries associated with the at least second identified taxonomies, along with the number of entries associated with each of the categories associated with the at least second identified taxonomies.

58. The article of manufacture according to claim 54, wherein the means for searching, having returned, in response to a search request identifying at least a first taxonomy of the at least two taxonomies, a list of the categories associated with the identified taxonomies, along with the number of entries associated with each of the categories associated with the identified taxonomies, will, in response to a string query, provide those entries which both contain the string and are associated with the identified taxonomies.

59. The article of manufacture according to claim 58, wherein the string is one member of the group consisting of text, image, and graphic.

60. The article of manufacture according to claim 54, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of product type, price, color, size, style, physical characteristics, delivery method, manufacturer, brand, components, ingredients, compatibility, warranty information, model year, age, and version.

61. The article of manufacture according to claim 54, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of products, services, location, industry, business type, SIC code, NAICS code, Harmonized Code, UJNSPC Standard, company information, professional information, and degrees attained.

62. The article of manufacture according to claim 61, wherein the company information is at least one characteristic selected from the group consisting of size, number of employees, growth, revenues, financial ratios, and business metrics.

63. The article of manufacture according to claim 61, wherein the professional information is at least one characteristic selected from the group consisting of school attended, memberships, certifications, specialties, areas of practice.

64. The article of manufacture according to claim 54, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of topic, date published, author, country of origin, language, publication name, publication section, industry, security accessibility, jurisdiction, Dewey Decimal identification, statutory codification, hierarchical management structure taxonomies, and standardized methodologies for conducting business taxonomies.

65. The article of manufacture according to claim 54, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of company, industry, job type, location, salary, experience, certifications, benefits, education, minimum performance requirements, and incentives.

66. The article of manufacture according to claim 54, wherein at least one taxonomy of the at least two taxonomies is selected from the group consisting of organism, biological process, molecular function, species, and cellular component.

67. The article of manufacture according to claim 54, wherein, in response to a search request identifying one member selected from the group consisting of a taxonomy, a category, and a sub-category, the search engine additionally returns an advertising entry.

68. The article of manufacture claim 67, wherein the advertising entry is at least one member selected from the group consisting of a banner advertisement, a search-visible storefront, and text-searchable advertising.