METHOD AND APPARATUS FOR CLASSIFYING SIGNIFICANT PLACES INTO PLACE CATEGORIES
An approach is provided for classifying significant places (stay points) into place categories. A classification platform determines user contextual information associated with at least one significant place. The classification platform further causes, at least in part, a comparison of the user contextual information against reference contextual information associated with one or more place categories. The classification platform also causes, at least in part, a classification of the at least one significant place into the one or more place categories based, at least in part, on the comparison.
1 - 38 . (canceled)
39 . A method comprising facilitating a processing of and/or processing (1) data and/or (2) information and/or (3) at least one signal, the (1) data and/or (2) information and/or (3) at least one signal based, at least in part, on the following:
at least one determination of user contextual information associated with at least one stay point;
a comparison of the user contextual information against reference contextual information associated with one or more place categories; and
a classification of the at least one stay point into the one or more place categories based, at least in part, on the comparison.
40 . A method of claim 39 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
at least one determination of one or more candidate categories from among the one or more place categories based, at least in part, on the comparison; and
at least one determination to select at least one of the one or more candidate categories for the classification of the at least one stay point based, at least in part, on whether the one or more candidate categories at least substantially matches the one or more place categories that are associated with one or more points of interest within proximity of the at least one stay point.
41 . A method of claim 39 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
at least one determination of the reference contextual information from one or more reference devices while the one or more reference devices are at one or more reference stay points.
42 . A method of claim 41 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
an association of the reference contextual information with the one or more place categories based, at least in part, on a classification of the one or more reference stay points into the one or more place categories,
wherein the comparison, the classification, or a combination thereof is based, at least in part, on the association.
43 . A method of claim 39 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
at least one determination of a taxonomy for the one or more place categories based, at least in part, on one or more semantic meanings, one or more labels, or a combination thereof that are to be associated with the at least one stay point.
44 . A method of claim 43 , wherein the taxonomy is specified by at least one service provider, at least one user, or a combination thereof.
45 . A method of claim 39 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
at least one determination of probability information that the one or more place categories are applicable to the at least one stay point,
wherein the classification of the at least one stay point into the one or more place categories is based, at least in part, on the probability information.
46 . A method of claim 39 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
causing, at least in part, a grouping of at least some of the one or more place categories,
wherein the classification of the at least one stay point is based, at least in part, on the grouping.
47 . A method of claim 46 , wherein the grouping is based, at least in part, on at least one hierarchy of the one or more place categories.
48 . A method of claim 39 , wherein the (1) data and/or (2) information and/or (3) at least one signal are further based, at least in part, on the following:
an initiation of the classification of the at least one stay point based, at least in part, on a determination that the at least one stay point has not been classified.
49 . An apparatus comprising:
at least one processor; and
at least one memory including computer program code for one or more programs,
the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following,
determine user contextual information associated with at least one stay point;
cause, at least in part, a comparison of the user contextual information against reference contextual information associated with one or more place categories; and
cause, at least in part, a classification of the at least one stay point into the one or more place categories based, at least in part, on the comparison.
50 . An apparatus of claim 49 , wherein the apparatus is further caused to:
determine one or more candidate categories from among the one or more place categories based, at least in part, on the comparison; and
determine to select at least one of the one or more candidate categories for the classification of the at least one stay point based, at least in part, on whether the one or more candidate categories at least substantially matches the one or more place categories that are associated with one or more points of interest within proximity of the at least one stay point.
51 . An apparatus of claim 49 , wherein the apparatus is further caused to:
determine the reference contextual information from one or more reference devices while the one or more reference devices are at one or more reference stay points.
52 . An apparatus of claim 51 , wherein the apparatus is further caused to:
cause, at least in part, an association of the reference contextual information with the one or more place categories based, at least in part, on a classification of the one or more reference stay points into the one or more place categories,
wherein the comparison, the classification, or a combination thereof is based, at least in part, on the association.
53 . An apparatus of claim 49 , wherein the apparatus is further caused to:
determine a taxonomy for the one or more place categories based, at least in part, on one or more semantic meanings, one or more labels, or a combination thereof that are to be associated with the at least one stay point.
54 . An apparatus of claim 53 , wherein the taxonomy is specified by at least one service provider, at least one user, or a combination thereof.
55 . An apparatus of claim 49 , wherein the apparatus is further caused to:
determine probability information that the one or more place categories are applicable to the at least one stay point,
wherein the classification of the at least one stay point into the one or more place categories is based, at least in part, on the probability information.
56 . An apparatus of claim 49 , wherein the apparatus is further caused to:
cause, at least in part, a grouping of at least some of the one or more place categories,
wherein the classification of the at least one stay point is based, at least in part, on the grouping.
57 . An apparatus of claim 56 , wherein the grouping is based, at least in part, on at least one hierarchy of the one or more place categories.
58 . An apparatus of claim 49 , wherein the apparatus is further caused to:
cause, at least in part, an initiation of the classification of the at least one stay point based, at least in part, on a determination that the at least one stay point has not been classified.