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 11):
The method of  claim 1 , comprising identifying professional vehicle operator data (PVOD) 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) 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 interval of time, (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 interval of time, (x) a timing of stops at predetermined places of interest in a given interval of time, (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, (xii) a frequency of stops at positions associated with residences in a given interval of time, and (xiii) a pattern of stops at positions associated with residences in a given interval of time.

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): 0.2020963036664568
- 35 USC 102 Novelty (BERT): 0.4752595705951988
- Combined Prediction Score: 0.229412630359331
- Mean Citation Score: 153.012922
- Max Citation Score: 163.69043
- Similarity Product: 112.48801632035612

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