【摘要】：[目的/意義]異構(gòu)信息網(wǎng)絡(luò)融合對(duì)于異構(gòu)信息網(wǎng)絡(luò)本身及其相關(guān)應(yīng)用意義重大。綜述異構(gòu)信息網(wǎng)絡(luò)融合方法,并進(jìn)行客觀的分析和評(píng)價(jià),以期為進(jìn)一步研究提供新的思路。[方法/過程]在對(duì)異構(gòu)信息網(wǎng)絡(luò)及其相關(guān)概念進(jìn)行辨析的基礎(chǔ)上,對(duì)異構(gòu)信息網(wǎng)絡(luò)融合方法進(jìn)行調(diào)研、分析與歸納,評(píng)述該領(lǐng)域的研究現(xiàn)狀,提出未來可能的研究方向。[結(jié)果/結(jié)論]異構(gòu)信息網(wǎng)絡(luò)融合方法分為基于元路徑提取、多重關(guān)系網(wǎng)絡(luò)及超圖/超網(wǎng)絡(luò)建模等五種類型,具體方法各有優(yōu)勢(shì)與局限;當(dāng)前異構(gòu)信息網(wǎng)絡(luò)融合研究尚處起步階段,研究方法有待豐富;基于元路徑提取的融合方法顯現(xiàn)不足;基于異構(gòu)信息網(wǎng)絡(luò)融合的應(yīng)用型研究需進(jìn)一步開拓。
[Abstract]:The purpose / significance of heterogeneous information network fusion is of great significance to heterogeneous information network itself and its related applications. The methods of heterogeneous information network fusion are reviewed, and objective analysis and evaluation are carried out in order to provide new ideas for further research. [method / process] based on the analysis of heterogeneous information network and its related concepts, this paper investigates, analyzes and concludes the methods of heterogeneous information network fusion, reviews the present research situation in this field, and puts forward the possible research direction in the future. [results / conclusion] the fusion methods of heterogeneous information networks can be divided into five types: meta path extraction, multiplex relational networks and hypergraph / supernetwork modeling. The specific methods have their own advantages and limitations. At present, the research of heterogeneous information network fusion is still in its infancy, the research methods need to be rich; the fusion method based on meta-path extraction is inadequate; the application research based on heterogeneous information network fusion needs to be further developed.
【作者單位】： 中國科學(xué)院成都文獻(xiàn)情報(bào)中心;中國科學(xué)院大學(xué);
【基金】：中國科學(xué)院科技服務(wù)網(wǎng)絡(luò)計(jì)劃(STS計(jì)劃)項(xiàng)目“中國科學(xué)院知識(shí)產(chǎn)權(quán)信息服務(wù)”(項(xiàng)目編號(hào):KFJ-SW-STS-190) 廣東省省級(jí)科技計(jì)劃項(xiàng)目“再生醫(yī)學(xué)和組織工程知識(shí)集成服務(wù)技術(shù)研發(fā)與應(yīng)用”(項(xiàng)目編號(hào):2016A040403098)研究成果之一
【分類號(hào)】：G254

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