Randomized compliant searching
In some examples, a randomization searching engine is described that enables randomized searching and recommendation of authorized user profiles. The randomization searching engine implements a search routine that identifies search results by prioritizing authorized user profiles, bucketizing authorized user profiles, categorizing authorized user profiles results, collating authorized user profiles, and generating a set of search results.
1. A system, comprising:
a memory comprising computer-executable instructions; and
a processor configured to access the memory and execute the computer-executable instructions to perform operations comprising:
providing for presentation at a user device a search interface view of a provider search interface, the search interface view comprising one or more search input fields, individual search input fields of the one or more search input fields being associated with one or more relevancy indicators;
receiving, from the user device, a communication comprising one or more search inputs for searching for a healthcare provider, the one or more search inputs input at the one or more search input fields of the search interface view presented at the user device;
performing a randomized search by at least:
accessing, from a profile database in network communication with the system, a set of healthcare provider profiles corresponding to a set of healthcare providers based on the one or more search inputs;
segmenting the set of healthcare provider profiles into a set of segments by at least:
performing a ranking of each healthcare provider profile of the set of healthcare provider profiles based on relevancy of the respective healthcare provider profile based on the one or more respective relevancy indicators; and
assigning each ranked healthcare provider profile to a segment of the set of segments based on the ranking, wherein a first segment of the set of segments comprises healthcare provider profiles that are more relevant than health care provider profiles in a second segment of the set of segments;
generating a randomized list of healthcare provider profiles by randomizing an order of the ranked healthcare provider profiles of the first segment of the set of segments;
selecting a first healthcare provider profile from the randomized list of healthcare provider profiles;
providing for presentation at the user device a search results view of the provider search interface, the search results view comprising:
the first healthcare provider profile of the randomized list of healthcare provider profiles in a selectable format; and
a next healthcare provider profile of the randomized list of healthcare providers profiles in an unselectable format;
receiving, at the search results view, a user selection that dismisses the first healthcare provider profile; and
automatically updating the provider search interface to present the search results view to comprise:
the next healthcare provider profile in the selectable format; and
additional healthcare provider profiles that follow the next healthcare provider profile in the randomized list of healthcare provider profiles in the unselectable format.
2. The system of claim 1 , wherein the search results view further comprises a plurality of predefined graphical sections comprising at least a profile summary section, a scheduling section, and a background section.
3. The system of claim 2 , wherein the search results view further comprises a plurality of user input elements comprising at least a first graphical element for declining a healthcare provider represented by the first healthcare provider profile, a second graphical element for scheduling an appointment with the healthcare provider.
4. The system of claim 1 , wherein:
performing the randomized search further comprises:
for at least one segment of the set of segments, assigning each healthcare provider profile of the at least one segment to one of a plurality of category buckets based on a predefined categorization rule; and
collating the plurality of category buckets based on a predefined order to define a collated plurality of category buckets; and
generating the randomized list of healthcare provider profiles comprises, within each category bucket of the collated plurality of category buckets, randomizing the healthcare provider profiles to define the randomized list of healthcare provider profiles.
5. The system of claim 4 , wherein the predefined categorization rule defines one or more conditions that are fulfillable by category data attributes of the set of healthcare provider profiles.
6. A computer-implemented method, comprising:
providing for presentation at a user device a search interface view of a provider search interface, the search interface view comprising one or more search input fields, individual search input fields of the one or more search input fields being associated with one or more relevancy indicators;
receiving, from the user device, a communication comprising one or more search inputs for searching for a healthcare provider, the one or more search inputs input at the one or more search input fields of the search interface view presented at the user device;
performing a randomized search by at least:
accessing, from a profile database, a set of healthcare provider profiles corresponding to a set of healthcare providers based on the one or more search inputs;
segmenting the set of healthcare provider profiles into a set of segments by at least:
performing a ranking of each healthcare provider profile of the set of healthcare provider profiles based on relevancy of the respective healthcare provider profile based on the one or more respective relevancy indicators; and
assigning each ranked healthcare provider profile to a segment of the set of segments based on the ranking, wherein a first segment of the set of segments comprises healthcare provider profiles that are more relevant than health care provider profiles in a second segment of the set of segments;
generating a randomized list of healthcare provider profiles by randomizing an order of the ranked healthcare provider profiles of the first segment of the set of segments;
selecting a first healthcare provider profile from the randomized list of healthcare provider profiles;
providing for presentation at the user device a search results view of the provider search interface, the search results view comprising:
the first healthcare provider profile of the randomized list of healthcare provider profiles in a selectable format; and
a next healthcare provider profile of the randomized list of healthcare providers profiles in an unselectable format;
receiving, at the search results view, a user selection that dismisses the first healthcare provider profile; and
automatically updating the provider search interface to present the search results view to comprise:
the next healthcare provider profile in the selectable format; and
additional healthcare provider profiles that follow the next healthcare provider profile in the randomized list of healthcare provider profiles in the unselectable format.
7. The computer-implemented method of claim 6 , wherein a second healthcare provider profile of the additional healthcare provider profiles of the randomized list of healthcare provider profiles is configured to change from the unselectable format to the selectable format only after the next healthcare provider profile has been dismissed.
8. The computer-implemented method of claim 6 , wherein the search results view further comprises a plurality of predefined graphical sections comprising at least a profile summary section, a scheduling section, and a background section.
9. The computer-implemented method of claim 8 , wherein the search results view further comprises a plurality of user input elements comprising at least a first graphical element for dismissing a healthcare provider represented by the first healthcare provider profile, a second graphical element for scheduling an appointment with the healthcare provider.
10. The computer-implemented method of claim 6 , wherein an updated search results view presents other healthcare provider profiles of the randomized list of healthcare provider profiles according to the unselectable format.
11. The computer-implemented method of claim 6 , wherein:
performing the randomized search further comprises:
for at least one segment of the set of segments, assigning each healthcare provider profile of the at least one segment to one of a plurality of category buckets based on a predefined categorization rule; and
collating the plurality of category buckets based on a predefined order to define a collated plurality of category buckets; and
generating the randomized list of healthcare provider profiles comprises, within each category bucket of the collated plurality of category buckets, randomizing the healthcare provider profiles to define the randomized list of healthcare provider profiles.
12. The computer-implemented method of claim 11 , wherein
the predefined categorization rule defines one or more conditions that are fulfillable by category data attributes of the set of healthcare provider profiles.
13. The computer-implemented method of claim 11 , wherein the predefined order corresponds to a priority assigned to each category bucket of the plurality of category buckets based on the category data attributes.
14. The computer-implemented method of claim 11 , wherein:
randomizing the healthcare provider profiles to define the list of healthcare provider profiles comprises defining a randomized subset of healthcare provider profiles within each category bucket; and
the computer-implemented method further comprises defining the randomized list of healthcare provider profiles by combining the randomized subset of healthcare provider profiles from the collated plurality of category buckets.
15. One or more computer-readable storage devices comprising computer-executable instructions that, when executed by one or more computer systems, configure the computer systems to perform operations comprising:
providing for presentation at a user device a search interface view of a provider search interface, the search interface view comprising one or more search input fields, individual search input fields of the one or more search input fields being associated with one or more relevancy indicators;
receiving, from the user device, a communication comprising one or more search inputs for searching for a healthcare provider, the one or more search inputs input at the one or more search input fields of the search interface view presented at the user device;
performing a randomized search by at least:
accessing, from a profile database, a set of healthcare provider profiles corresponding to a set of healthcare providers based on the one or more search inputs;
segmenting the set of healthcare provider profiles into a set of segments by at least:
performing a ranking of each healthcare provider profile of the set of healthcare provider profiles based on relevancy of the respective healthcare provider profile based on the one or more respective relevancy indicators; and
assigning each ranked healthcare provider profile to a segment of the set of segments based on the ranking, wherein a first segment of the set of segments comprises healthcare provider profiles that are more relevant than health care provider profiles in a second segment of the set of segments;
generating a randomized list of healthcare provider profiles by randomizing an order of the ranked healthcare provider profiles of the first segment of the set of segments;
selecting a first healthcare provider profile from the randomized list of healthcare provider profiles; and
providing for presentation at the user device a search results view of the provider search interface, the search results view comprising:
the first healthcare provider profile of the randomized list of healthcare provider profiles in a selectable format; and
a next healthcare provider profile of the randomized list of healthcare providers profiles in an unselectable format;
receiving, at the search results view, a user selection that dismisses the first healthcare provider profile; and
automatically updating the provider search interface to present the search results view to comprise:
the next healthcare provider profile in the selectable format; and
additional healthcare provider profiles that follow the next healthcare provider profile in the randomized list of healthcare provider profiles in the unselectable format.
16. The one or more computer-readable storage devices of claim 15 , wherein:
performing the randomized search further comprises:
for at least one segment of the set of segments, assigning each healthcare provider profile of the at least one segment to one of a plurality of category buckets based on a predefined categorization rule; and
collating the plurality of category buckets based on a predefined order to define a collated plurality of category buckets; and
generating the randomized list of healthcare provider profiles comprises, within each category bucket of the collated plurality of category buckets, randomizing the healthcare provider profiles to define the randomized list of healthcare provider profiles.