UPA Perpustakaan Universitas Jember

Ontology-based GFML agent for patent technology requirement evaluation and recommendation

Chang-Shing Lee 1 - Personal Name
Mei-Hui Wang 1 - Personal Name
Yung-Chang Hsiao 2 - Personal Name
Bing-Heng Tsai 2 - Personal Name

Patent technology requirement evaluation and recommendation are critical for patent strategy, patent man- agement, and patent usage in an organization. This paper proposes a patent technology evaluation and recommenda- tion agent based on a soft-computing approach to enhance patent expansibility and technology transfer. First, we inves- tigate the relationship between patent technology and patent owners, such as academic institutes or organizations, and
integrate the collected patent data with the characteristics of organizations to establish a popular patent ontology for gen- eral academic institutes or organizations. Then, the patent’s suitability for a specific organization is determined based on concepts extracted using Chinese Knowledge Information
Processing. Next, we refer to the Japan Patent Office evalu- ation index and intellectual property quotient to describe the knowledge base and rule base of the patent quality evaluation agent by using fuzzy markup language (FML). A comprehen- sive patent quality evaluation mechanism is implemented,
and the genetic algorithm is adopted to improve the per- formance of the proposed agent. Additionally, the patent requirement level evaluation mechanism infers the patent requirement level according to the basic information of an organization. Finally, we present a novel FML-based patent requirement recommendation agent to recommend a patent for an organization by considering the suitability of the patent technology for such an organization, the results of the com- prehensive patent quality evaluation process, and the results of the evaluation of the demander’s patent requirements. According to the results, the proposed agent is feasible for patent recommendation. In the future, we will combine an intelligent robot with the GFML agent to assist humans or organizations in recommending an appropriate patent.

EB00000002493K Available

Detail Information

Series Title

Call Number

Publisher

: ,

Collation

Language

ISBN/ISSN

Classification

NONE

Detail Information

Content Type

Media Type

Carrier Type

Edition

Subject(s)

Ontology
Genetic fuzzy markup language
Patent evaluation
Patent recommendation
Intelligent agent

Specific Detail Info

Statement of Responsibility

No other version available

UPA Perpustakaan

Merupakan Unit Pendukung Akademis (UPA) yang bersama-sama dengan unit lain melaksanakan Tri Dharma Perguruan Tinggi (PT) melalui menghimpun, memilih, mengolah, merawat serta melayankan sumber informasi kepada civitas akademika Universitas Jember khususnya dan masyarakat akademis pada umumnya.

VISI

UPA Perpustakaan Universitas Jember sebagai perpustakaan modern dengan layanan prima yang mampu menunjang visi Universitas Jember.

MISI

Menyelenggarakan pembinaan dan pengembangan ketersediaan bahan pustaka dan informasi ilmiah sesuai dengan kebutuhan pemustaka secara berkelanjutan

Meningkatkan kualitas dan sistem manajemen layanan perpustakaan secara professional dengan memanfaatkan teknologi informasi

Membina dan mengembangkan jaringan kerjasama dengan pusat-pusat informasi dan lembaga terkait dalam dan luar negeri

UPA Perpustakaan Universitas Jember

NPP. 3509212D1000001

Ontology-based GFML agent for patent technology requirement evaluation and recommendation

Chang-Shing Lee 1 - Personal NameMei-Hui Wang 1 - Personal NameYung-Chang Hsiao 2 - Personal NameBing-Heng Tsai 2 - Personal Name

Series Title

Call Number

Publisher

Collation

Language

ISBN/ISSN

Classification

Content Type

Media Type

Carrier Type

Edition

Subject(s)

Specific Detail Info

Statement of Responsibility

About Us

UPA Perpustakaan

Total Koleksi

Total Item

Total Member

Total Pustakawan

Total Terpinjam

Peminjaman Tahun 2025

Peminjaman 5 Tahun

Peminjaman Bulan June 2025

Total Pengunjung

Pengunjung Tahun 2025

Pengunjung 5 Tahun Terakhir

Pengunjung Bulan June 2025

New collection + Update

Cerita Rakyat Putri Seco Masyarakat Dusun Suco Kecamatan Pasrujambe Kabupaten Lumajang

Fenomena Hijab Dalam Perspektif Edmund Husserl Pada Novel Kerudung di Titik Api Karya Moch. Taufik Hidayatullah Dan Pemanfaatannya Sebagai Alternatif Materi Pembelajaran Sastra di SMA

Pengembangan Bahan Ajar Teks Laporan Hasil Observasi Berbasis Kearifan Lokal Untuk Kelas X SMA/MA di Jember

PREFERENSI MINUMAN KOPI BUBUK ROBUSTA DENGAN PENAMBAHAN JAGUNG KEDELAI DAN KACANG HIJAU

ANALISIS SIKAP KONSUMEN JASA BENGKEL TERHADAP ATRIBUT YANG DITAWARKAN PADA AHASS FALAH MANDIRI MOTOR II JEMBER

BTS ODYSSEY 7 Anak Muda yang Menuntunku Menemukan Diriku Kembali

Aplikasi Android

Our Services

Help Desk and Service Support UPA Perpustakaan

Tautan Pintas :

Jam Layanan :

Senin - Kamis:

Jum'at:

Sabtu dan Minggu:

Alamat & Kontak Info :

Jalan Kalimantan No. 37 - Kampus Bumi Tegalboto Kotak POS 159 Jember, Jawa Timur, 68121, Indonesia

library@unej.ac.id

(+62) 331 333860

Chang-Shing Lee 1 - Personal Name
Mei-Hui Wang 1 - Personal Name
Yung-Chang Hsiao 2 - Personal Name
Bing-Heng Tsai 2 - Personal Name