现代情报
現代情報
현대정보
Journal of Modern Information
2013年
8期
68~72
,共null页
读者属性 纸质图书属性 读者借阅偏好 专业纸质图书推荐 非专业纸质图书推荐
讀者屬性 紙質圖書屬性 讀者藉閱偏好 專業紙質圖書推薦 非專業紙質圖書推薦
독자속성 지질도서속성 독자차열편호 전업지질도서추천 비전업지질도서추천
readers attribute; copy books attribute; readers borrow preference; recommendation of professional copy books; recommendation of non-professional copy books
现有个性化图书推荐没有考虑受纸质图书的复本,构建读者及纸质图书属性矩阵、读者借阅偏好矩阵,定义基于页数的借阅时间、新书、图书类别的借阅权重。建立读者借阅偏好矩阵和读者属性矩阵的关联、读者借阅偏好矩阵和纸质图书属性矩阵的关联。根据教育部对高校大学生专业课程设置的特点、读者借阅记录的统计,在图书馆书库存在复本的情况下区分专业、非专业纸质图书推荐。在真实的借阅记录数据集上,实验验证提出方法的有效性。
現有箇性化圖書推薦沒有攷慮受紙質圖書的複本,構建讀者及紙質圖書屬性矩陣、讀者藉閱偏好矩陣,定義基于頁數的藉閱時間、新書、圖書類彆的藉閱權重。建立讀者藉閱偏好矩陣和讀者屬性矩陣的關聯、讀者藉閱偏好矩陣和紙質圖書屬性矩陣的關聯。根據教育部對高校大學生專業課程設置的特點、讀者藉閱記錄的統計,在圖書館書庫存在複本的情況下區分專業、非專業紙質圖書推薦。在真實的藉閱記錄數據集上,實驗驗證提齣方法的有效性。
현유개성화도서추천몰유고필수지질도서적복본,구건독자급지질도서속성구진、독자차열편호구진,정의기우혈수적차열시간、신서、도서유별적차열권중。건립독자차열편호구진화독자속성구진적관련、독자차열편호구진화지질도서속성구진적관련。근거교육부대고교대학생전업과정설치적특점、독자차열기록적통계,재도서관서고존재복본적정황하구분전업、비전업지질도서추천。재진실적차열기록수거집상,실험험증제출방법적유효성。
Existing personalized books recommendation technology do not consider copy of paper books.Building readers and paper books attribute matrix,readers borrow preference matrix,and definite borrowed time weight based on pages,new books weight based on year of publication,borrow weight based on books category.Establishing association between borrow preference matrix of readers and attribute matrix of readers.Establishing association between borrow preference matrix of readers and and attribute matrix paper books.According to characteristics of Ministry for Education of university students in professional courses set and readers records statistics,distinguish professional paper books with non-professional paper books recommended while library stacks exist their copy.
