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 14):
The method of  claim 1 , comprising partitioning the FVOD into on-duty and off-duty data using one or more members selected from the group consisting of one or more heuristics and one or more artificial intelligence modules applied to one or more members selected from the group consisting of: (i) patterns of movement regularity by time and one or more members selected from the group consisting of day of the week and date, (ii) patterns of one or more members selected from the group consisting of road travel route(s), road travel time(s) and road travel distance(s), (iii) patterns of geographic and temporal regularity of movements, (iv) patterns of geographic and temporal irregularity of movements; (v) operator characteristics; (vi) a frequency of stops at predetermined places of interest associated with one or more operator characteristics, (vii) a timing of stops at predetermined places of interest associated with one or more operator characteristics; (viii) 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; (ix) a frequency of stops by the mobile device at positions associated with residences, (x) a pattern of stops by the mobile device at positions associated with residences, (xi) a determination of whether movements begin at, end at, or include any locations from a predetermined list associated with a home of a driver, (xii) a predetermined list comprising one or more members selected from the group consisting of rules and laws governing professional drivers.

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): 0.2017010558422604
- 35 USC 102 Novelty (BERT): 0.4775787606705567
- Combined Prediction Score: 0.22928882632509
- Mean Citation Score: 153.012922
- Max Citation Score: 163.69043
- Similarity Product: 110.13597601345002

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test