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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Invited lecture2024

Pesticide Usage Forecasting for Agriculture using Prophet Model

The record

Type
Invited lecture
Date
24 May 2024
Level
International — held abroad
Location
Belagavi, Karnataka, India
Schools
Reporting cycle
2024
Programme
5th INCET 2024 is organized by JAIN COLLEGE OF ENGINEERING & RESEARCH, Belgaum Karnataka, INDIA.
Organiser
JAIN COLLEGE OF ENGINEERING & RESEAR Belgaum
People presenting
2

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 2.4 Ensure sustainable food production systems and resilient agricultural practices

    TargetPrimaryHigh confidenceRule-derivedrule tier-b-lexicon-v2

    Tier B rule agriculture matched "agriculture" in the record’s own title. Names agriculture, farming, plant science or food production as its subject.

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Rule-derived
    Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
    Produced by
    tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
  2. 17.16 Enhance the global partnership for sustainable development, complemented by multi-stakeholder partnerships

    TargetSecondaryCertain confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: held outside India.

    Certain confidence
    The record states the subject matter explicitly. A reader shown only the title and this goal would agree without hesitation. Example: a workshop titled "Renewable Energy and Smart Grid" against SDG 7.
    Produced by
    sdg17-structural-v1, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.

Viksit Bharat @2047

  1. vb-2 Thriving and Sustainable Economy

    ThemePrimaryHigh confidenceRule-derivedrule tier-b-lexicon-v2

    Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 2 label. Tier B rule agriculture matched "agriculture" in the record’s own title. Names agriculture, farming, plant science or food production as its subject.

    Produced by
    tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.

Records of this type were classified by a published, versioned rule set, over 5,246 activities. Each label above carries the rubric version it was produced under. How each classification is reached.

Evidence

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No outbound evidence link is recorded for this activity. The record below states which source it came from and when it was last read.

Provenance

Which source system this record came from, how many source rows were resolved into it, and when each was last read.

Source rows resolved into this record
2
Source records held
2

2 rows across the university’s source registers were resolved into this one activity. Where those rows disagreed on a value, the disagreeing values are retained alongside the record and are never shown as a combined string.

Source records for this activity, with the date each was last read.
Source systemReferenceLast read
KIIT PBAS reporting workbook, 2024 cycleInvited Lecture - 2024!98
KIIT PBAS reporting workbook, 2024 cycleInvited Lecture - 2024!334

Each record carries the date Kortex last read it from its source system. That is a freshness date and not a verification: Kortex records what its sources say and when it read them, and it does not check those statements against any external authority. No claim on this site is described as verified, because none is.

Citing this record

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KIIT Deemed to be University. “Pesticide Usage Forecasting for Agriculture using Prophet Model”. Kortex. Last read 17 September 2026.

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