PATENT CLAIM ANALYSIS

Application Number: 15884175
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["707", "803000"]

Abstract:
Presented herein are systems, methods, and architectures related to the use of mobile device geolocation data to infer and record specific detailed freight movements. In certain embodiments, using mobile device geolocation data, a freight movement database is created which may contain thousands of records each day describing in detail inferred individual freight movements. For example, each record in a freight movement database may contain information about origins, stops, and/or destinations such as dates, times, and locations of freight stops and movements. In certain embodiments, mobile device geolocation is used to create, maintain, and use a freight movement database. Such a freight movement database fills an important need in the industry because of the current lack of comprehensive and reliable information related to freight movements.

Claim (Index 1):
A method of tracking freight movement by identifying and tagging freight movement data from a subset of mobile device geolocation data recorded over time from a plurality of mobile devices, the method comprising:\n receiving, by a processor of a computing device, a collection of mobile device geolocation data, wherein the collection of mobile device geolocation data is a collection of GPS geolocation data from mobile devices of unidentified users that comprises position information for each of the plurality of mobile devices and does not comprise identifying information for each user of the plurality of mobile devices; identifying, by a processor of a computing device, a subset of the collection of mobile device geolocation data for the plurality of mobile devices as freight vehicle operator data (FVOD), wherein the FVOD corresponds to mobile device geolocation data for mobile devices associated with freight vehicle operators, wherein identifying the subset of the collection of mobile device geolocation data for the plurality of mobile devices as FVOD comprises applying one or more members selected from the group consisting of one or more heuristics and one or more artificial intelligence modules to one or more members selected from the group consisting of: (i) an amount of time traveled in a given interval of time, (ii) a distance traveled in a given interval of time, (iii) a pattern of an amount of time traveled in a given interval of time, (iv) a pattern of a distance traveled in a given interval of time, (v) one or more patterns of geographic regularity of movements in a given interval of time, (vi) one or more patterns of temporal regularity of movements in a given interval of time, (vii) one or more patterns of geographic irregularity of movements in a given time interval, (viii) one or more patterns of temporal irregularity of movements in a given interval of time, (ix) a frequency of stops at predetermined places of interest in a given time interval, (x) a timing of stops at predetermined places of interest in a given interval of time, and (xi) a determination of whether one or more members selected from the group consisting of a starting position, an ending position, and intermediary stop(s) are associated with one or more predetermined places of interest; identifying, by the processor, a subset of (equal in size or smaller than) the FVOD as freight movement data, wherein the freight movement data corresponds to movements of freight; tagging, by the processor, the freight movement data with searchable load characteristics, wherein the load characteristics comprise one or more members selected from the group consisting of origin arrival time, origin departure time, origin address, origin business, origin business sub-industry, destination arrival time, destination departure time, destination address, destination business, destination business sub-industry, intermediate stop arrival time, intermediate stop departure time, intermediate stop address, intermediate stop business, intermediate stop business sub-industry, carrier type, carrier company, and inferred contents descriptors; and storing, by the processor, the tagged freight movement data in a freight movement database (FMD).

Metadata:
- Claim Count in Document: 80.0
- Percentile: 86.0
- Lexical Diversity: 1.95833
- Patent Class: 707.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['11058628', '11136045', '15239333', '15274168', '11136167']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2032608688697383
- 35 USC 102 Novelty (BERT): 0.4684520531826979
- Combined Prediction Score: 0.2297799873010343
- Mean Citation Score: 153.012922
- Max Citation Score: 163.69043
- Similarity Product: 119.3984500483507

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test