ANALYSIS APPARATUS, ANALYSIS METHOD AND RECORDING MEDIUM FOR RECORDING ANALYSIS PROGRAM
First Claim
1. An analysis apparatus that is able to access and analyze the contents recorded in a history recording part that records access records to access destinations accessed by user terminals via a communication network, the analysis apparatus comprising:
- a history analysis part analyzing a trend of the access history for each unit period and deriving a latent trait indicating the latent possibility of access to a preset target access destination for each session from the contents recorded in the history recording part that records, for each session, the access history indicating an access or non-access to the access destination and the preset target access destination;
a principal component analysis part analyzing principal components of a frequency distribution of the access corresponding to the latent trait for each unit period derived by the history analysis part;
a classification part classifying a correlation of the principal components for each unit period into a plurality of classes based on the analysis result of the principal components;
an event recording part recording, for each unit period, the contents of events executed to induce the access to the target access destination;
a first generating part deriving the distribution of internal latent traits for each principal component and generating a latent trait principal component table stored the principal component and the distribution of the latent trait in correspondence with each other;
a second generating part generating a class construction ratio table stored, in correspondence with each other, the class as a result of classification by the classification part and the principal component construction ratio based on the correlation of the principal components for each class;
a third generating part generating an event classification table stored, in correspondence with each other for each unit period, the class as a result of classification by the classification part and the contents of the event recorded in the event recording part; and
an analysis result recording part recording the latent trait principal component table generated by the first generating part, the class construction ratio table generated by the second generating part and the event classification table generated by the third generating part, as an event feature model of the effect on the execution of the event.
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Abstract
An analysis apparatus includes a history analysis part analyzing the trend based on the access log and deriving the latent trait to an access destination, a principal components analysis part analyzing principal components of the frequency distribution of the access, a classification part classifying the correlation of the principal components into plural classes, an event recording part recording the events to induce to the access destination, a first generating part generating a latent trait principal component table; a second generating part generating a class construction ratio table stored the class as the result of classification,a third generating part generating an event classification table stored the class and the contents of the event, and an analysis result recording part recording the latent trait principal component table, the class construction ratio table and the event classification table, as an event feature model of the effect on the execution of the event.
11 Citations
15 Claims
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1. An analysis apparatus that is able to access and analyze the contents recorded in a history recording part that records access records to access destinations accessed by user terminals via a communication network, the analysis apparatus comprising:
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a history analysis part analyzing a trend of the access history for each unit period and deriving a latent trait indicating the latent possibility of access to a preset target access destination for each session from the contents recorded in the history recording part that records, for each session, the access history indicating an access or non-access to the access destination and the preset target access destination; a principal component analysis part analyzing principal components of a frequency distribution of the access corresponding to the latent trait for each unit period derived by the history analysis part; a classification part classifying a correlation of the principal components for each unit period into a plurality of classes based on the analysis result of the principal components; an event recording part recording, for each unit period, the contents of events executed to induce the access to the target access destination; a first generating part deriving the distribution of internal latent traits for each principal component and generating a latent trait principal component table stored the principal component and the distribution of the latent trait in correspondence with each other; a second generating part generating a class construction ratio table stored, in correspondence with each other, the class as a result of classification by the classification part and the principal component construction ratio based on the correlation of the principal components for each class; a third generating part generating an event classification table stored, in correspondence with each other for each unit period, the class as a result of classification by the classification part and the contents of the event recorded in the event recording part; and an analysis result recording part recording the latent trait principal component table generated by the first generating part, the class construction ratio table generated by the second generating part and the event classification table generated by the third generating part, as an event feature model of the effect on the execution of the event. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. An analysis method for causing a computer to function as an analysis apparatus which is able to access and analyze contents recorded in a history recording log file that records access records to access destinations accessed by user terminals via a communication network, the analysis method for causing the computer to execute:
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analyzing a trend of the access history for each unit period and deriving the latent trait indicating a latent possibility of access to a preset target access destination for each session from the contents recorded in a history recording part that records, for each session, the access history indicating an access or non-access to the access destination and the preset target access destination; analyzing principal components of a frequency distribution of the access corresponding to the latent trait for each unit period derived by the analyzing; deriving the distribution of internal latent traits for each principal component and generating a latent trait principal component table stored the principal component and the distribution of the latent trait in correspondence with each other; classifying a correlation of the principal components for each unit period into a plurality of classes based on the analysis result of the principal components executed in the analyzing; recording, for each unit period, the contents of events executed to induce the access to the target access destination; generating a class construction ratio table stored, in correspondence with each other, the class as a result of classification by the classifying and the principal component construction ratio based on the correlation of the principal components for each class; generating an event classification table stored, in correspondence with each other for each unit period, the class as a result of classification by the classifying and the contents of the event executed for each period to induce to the target access destination; and recording the latent trait principal component table generated by the first generating, the class construction ratio table generated by the second generating and the event classification table generated by the third generating, as an event feature model of the effect on the execution of the event.
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15. A computer-readable recording medium storing a computer program for an analysis apparatus which is able to access and analyze contents recorded in a history recording log file that records access records to access destinations accessed by user terminals via a communication network, the computer program making the computer to execute:
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analyzing a trend of the access history for each unit period and deriving the latent trait indicating a latent possibility of access to a preset target access destination for each session from the contents recorded in a history recording log file that records, for each session, the access history indicating an access or non-access to the access destination and the preset target access destination; analyzing the principal components of a frequency distribution of the access corresponding to the latent trait for each unit period derived by the analyzing; deriving the distribution of the internal latent traits for each principal component and generating a latent trait principal component table stored the principal component and the distribution of the latent trait in correspondence with each other based on the analysis result of the principal components executed in the analyzing; classifying a correlation of the principal components for each unit period into a plurality of classes based on the analysis result of the principal components executed in the analyzing; generating a class construction ratio table stored, in correspondence with each other, the class as a result of classification by the classifying and the principal component construction ratio based on the correlation of the principal components for each class; generating an event classification table stored, in correspondence with each other for each unit period, the class as a result of classification by the classifying and the contents of the event executed for each period to induce to the target access destination; and recording the latent trait principal component table generated by the first generating, the class construction ratio table generated by the second generating and the event classification table generated by the third generating, as an event feature model of the effect on the execution of the event.
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Specification